Overview

Dataset info

Number of variables143
Number of observations225
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory302.0 KiB
Average record size in memory1.3 KiB

Variables types

NUM126
BOOL13
CAT4

Reproduction info

Date of analysis2021-02-08 11:51:54.974627
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

aids has constant value "0" Rejected
d1_resprate_min has 31 (13.8%) zeros Zeros
gcs_unable_apache has constant value "0.0" Rejected
h1_resprate_min has 5 (2.2%) zeros Zeros
pre_icu_los_days has 23 (10.2%) zeros Zeros
readmission_status has constant value "0" Rejected
d1_bilirubin_max is highly correlated with bilirubin_apache and 3 other fieldsHigh Correlation
bilirubin_apache is highly correlated with d1_bilirubin_max and 3 other fieldsHigh Correlation
d1_bilirubin_min is highly correlated with bilirubin_apache and 3 other fieldsHigh Correlation
d1_bun_min is highly correlated with d1_bun_max and 2 other fieldsHigh Correlation
d1_bun_max is highly correlated with d1_bun_min and 2 other fieldsHigh Correlation
d1_diasbp_noninvasive_max is highly correlated with d1_diasbp_maxHigh Correlation
d1_diasbp_max is highly correlated with d1_diasbp_noninvasive_maxHigh Correlation
d1_diasbp_noninvasive_min is highly correlated with d1_diasbp_minHigh Correlation
d1_diasbp_min is highly correlated with d1_diasbp_noninvasive_minHigh Correlation
d1_hematocrit_max is highly correlated with d1_hemaglobin_maxHigh Correlation
d1_hemaglobin_max is highly correlated with d1_hematocrit_maxHigh Correlation
d1_hematocrit_min is highly correlated with d1_hemaglobin_min and 1 other fieldsHigh Correlation
d1_hemaglobin_min is highly correlated with d1_hematocrit_min and 1 other fieldsHigh Correlation
d1_mbp_noninvasive_max is highly correlated with d1_mbp_maxHigh Correlation
d1_mbp_max is highly correlated with d1_mbp_noninvasive_maxHigh Correlation
d1_mbp_noninvasive_min is highly correlated with d1_mbp_minHigh Correlation
d1_mbp_min is highly correlated with d1_mbp_noninvasive_minHigh Correlation
d1_platelets_min is highly correlated with d1_platelets_max and 2 other fieldsHigh Correlation
d1_platelets_max is highly correlated with d1_platelets_min and 2 other fieldsHigh Correlation
d1_sysbp_noninvasive_max is highly correlated with d1_sysbp_maxHigh Correlation
d1_sysbp_max is highly correlated with d1_sysbp_noninvasive_maxHigh Correlation
h1_arterial_pco2_min is highly correlated with h1_arterial_pco2_maxHigh Correlation
h1_arterial_pco2_max is highly correlated with h1_arterial_pco2_minHigh Correlation
h1_arterial_ph_min is highly correlated with h1_arterial_ph_maxHigh Correlation
h1_arterial_ph_max is highly correlated with h1_arterial_ph_minHigh Correlation
h1_bilirubin_max is highly correlated with bilirubin_apache and 3 other fieldsHigh Correlation
h1_bilirubin_min is highly correlated with bilirubin_apache and 3 other fieldsHigh Correlation
h1_bun_max is highly correlated with d1_bun_max and 2 other fieldsHigh Correlation
h1_bun_min is highly correlated with d1_bun_max and 2 other fieldsHigh Correlation
h1_calcium_min is highly correlated with h1_calcium_maxHigh Correlation
h1_calcium_max is highly correlated with h1_calcium_minHigh Correlation
h1_creatinine_min is highly correlated with h1_creatinine_maxHigh Correlation
h1_creatinine_max is highly correlated with h1_creatinine_minHigh Correlation
h1_diasbp_noninvasive_max is highly correlated with h1_diasbp_maxHigh Correlation
h1_diasbp_max is highly correlated with h1_diasbp_noninvasive_maxHigh Correlation
h1_diasbp_noninvasive_min is highly correlated with h1_diasbp_minHigh Correlation
h1_diasbp_min is highly correlated with h1_diasbp_noninvasive_minHigh Correlation
h1_glucose_min is highly correlated with h1_glucose_maxHigh Correlation
h1_glucose_max is highly correlated with h1_glucose_minHigh Correlation
h1_hco3_min is highly correlated with h1_hco3_maxHigh Correlation
h1_hco3_max is highly correlated with h1_hco3_minHigh Correlation
h1_hematocrit_max is highly correlated with h1_hemaglobin_max and 1 other fieldsHigh Correlation
h1_hemaglobin_max is highly correlated with h1_hematocrit_max and 1 other fieldsHigh Correlation
h1_hematocrit_min is highly correlated with h1_hemaglobin_max and 1 other fieldsHigh Correlation
h1_inr_max is highly correlated with d1_inr_maxHigh Correlation
d1_inr_max is highly correlated with h1_inr_maxHigh Correlation
h1_inr_min is highly correlated with d1_inr_minHigh Correlation
d1_inr_min is highly correlated with h1_inr_minHigh Correlation
h1_platelets_max is highly correlated with d1_platelets_max and 2 other fieldsHigh Correlation
h1_platelets_min is highly correlated with d1_platelets_max and 2 other fieldsHigh Correlation
h1_potassium_min is highly correlated with h1_potassium_maxHigh Correlation
h1_potassium_max is highly correlated with h1_potassium_minHigh Correlation
h1_sodium_min is highly correlated with h1_sodium_maxHigh Correlation
h1_sodium_max is highly correlated with h1_sodium_minHigh Correlation
h1_sysbp_noninvasive_max is highly correlated with h1_sysbp_maxHigh Correlation
h1_sysbp_max is highly correlated with h1_sysbp_noninvasive_maxHigh Correlation
h1_sysbp_noninvasive_min is highly correlated with h1_sysbp_minHigh Correlation
h1_sysbp_min is highly correlated with h1_sysbp_noninvasive_minHigh Correlation
h1_temp_min is highly correlated with h1_temp_maxHigh Correlation
h1_temp_max is highly correlated with h1_temp_minHigh Correlation
h1_wbc_max is highly correlated with d1_wbc_max and 1 other fieldsHigh Correlation
d1_wbc_max is highly correlated with h1_wbc_max and 2 other fieldsHigh Correlation
h1_wbc_min is highly correlated with d1_wbc_max and 1 other fieldsHigh Correlation
hematocrit_apache is highly correlated with d1_hemaglobin_min and 1 other fieldsHigh Correlation
icu_id is highly correlated with df_indexHigh Correlation
df_index is highly correlated with icu_idHigh Correlation
temp_apache is highly correlated with d1_temp_minHigh Correlation
d1_temp_min is highly correlated with temp_apacheHigh Correlation
wbc_apache is highly correlated with d1_wbc_maxHigh Correlation

Variables

age
Real number (ℝ≥0)

Distinct count64
Unique (%)28.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean59.81333333333333
Minimum18.0
Maximum89.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum18
5-th percentile27.2
Q152
median62
Q372
95-th percentile83
Maximum89
Range71
Interquartile range (IQR)20

Descriptive statistics

Standard deviation16.28158469
Coefficient of variation (CV)0.2722066098
Kurtosis-0.05804017965
Mean59.81333333
Median Absolute Deviation (MAD)12.86293333
Skewness-0.6598220743
Sum13458
Variance265.09
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[18. 51.5 79.5 89. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
62 10 4.4%
 
67 9 4.0%
 
57 9 4.0%
 
60 8 3.6%
 
64 7 3.1%
 
56 7 3.1%
 
70 6 2.7%
 
63 6 2.7%
 
73 6 2.7%
 
78 6 2.7%
 
Other values (54) 151 67.1%
 
ValueCountFrequency (%) 
18 2 0.9%
 
19 1 0.4%
 
20 1 0.4%
 
21 3 1.3%
 
23 1 0.4%
 
ValueCountFrequency (%) 
89 1 0.4%
 
86 2 0.9%
 
85 5 2.2%
 
84 1 0.4%
 
83 4 1.8%
 

aids
Boolean

CONST
Distinct count1
Unique (%)0.4%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
225
ValueCountFrequency (%) 
0 225 100.0%
 

apache_2_diagnosis
Real number (ℝ≥0)

Distinct count28
Unique (%)12.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean210.95555555555555
Minimum103.0
Maximum308.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum103
5-th percentile113
Q1117
median207
Q3304
95-th percentile308
Maximum308
Range205
Interquartile range (IQR)187

Descriptive statistics

Standard deviation77.5723037
Coefficient of variation (CV)0.367718705
Kurtosis-1.48479128
Mean210.9555556
Median Absolute Deviation (MAD)64.5837037
Skewness-0.002427709951
Sum47465
Variance6017.462302
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[103. 111.5 113.5 114.5 123. ... 301.5 303.5 304.5 307. 308. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
308 32 14.2%
 
114 28 12.4%
 
304 22 9.8%
 
113 18 8.0%
 
203 18 8.0%
 
202 17 7.6%
 
214 14 6.2%
 
213 11 4.9%
 
207 9 4.0%
 
302 8 3.6%
 
Other values (18) 48 21.3%
 
ValueCountFrequency (%) 
103 1 0.4%
 
105 1 0.4%
 
106 1 0.4%
 
108 1 0.4%
 
110 2 0.9%
 
ValueCountFrequency (%) 
308 32 14.2%
 
306 1 0.4%
 
305 6 2.7%
 
304 22 9.8%
 
303 3 1.3%
 

arf_apache
Boolean

Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
220
1
 
5
ValueCountFrequency (%) 
0 220 97.8%
 
1 5 2.2%
 

bilirubin_apache
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count57
Unique (%)25.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.7985333333333333
Minimum0.2
Maximum25.4
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.3
Q10.5
median0.9
Q31.7
95-th percentile5.844
Maximum25.4
Range25.2
Interquartile range (IQR)1.2

Descriptive statistics

Standard deviation2.903193297
Coefficient of variation (CV)1.61420044
Kurtosis37.94429638
Mean1.798533333
Median Absolute Deviation (MAD)1.514317037
Skewness5.43594311
Sum404.67
Variance8.428531321
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.2 0.805 1.75 4.1 7.3 25.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.4 24 10.7%
 
0.7 20 8.9%
 
0.8 16 7.1%
 
0.5 16 7.1%
 
0.3 14 6.2%
 
1.1 12 5.3%
 
0.6 11 4.9%
 
0.9 11 4.9%
 
1.2 9 4.0%
 
1 7 3.1%
 
Other values (47) 85 37.8%
 
ValueCountFrequency (%) 
0.2 3 1.3%
 
0.3 14 6.2%
 
0.4 24 10.7%
 
0.5 16 7.1%
 
0.57 1 0.4%
 
ValueCountFrequency (%) 
25.4 1 0.4%
 
25 1 0.4%
 
12.4 1 0.4%
 
11.6 1 0.4%
 
11 1 0.4%
 

bmi
Real number (ℝ≥0)

Distinct count224
Unique (%)99.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.358985197911114
Minimum14.84492591
Maximum64.04031812
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum14.84492591
5-th percentile19.70976741
Q125.13220555
median29.26632773
Q334.30545064
95-th percentile44.45902535
Maximum64.04031812
Range49.19539221
Interquartile range (IQR)9.17324509

Descriptive statistics

Standard deviation7.793114847
Coefficient of variation (CV)0.2566987927
Kurtosis2.196381266
Mean30.3589852
Median Absolute Deviation (MAD)5.90258299
Skewness1.03858926
Sum6830.77167
Variance60.73263902
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[14.84492591 21.91507456 34.55874762 45.90354095 64.04031812], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
27.99495395 2 0.9%
 
24.14058673 1 0.4%
 
42.45577523 1 0.4%
 
47.2013825 1 0.4%
 
27.05757429 1 0.4%
 
27.92026045 1 0.4%
 
23.50310823 1 0.4%
 
34.8236822 1 0.4%
 
28.79887417 1 0.4%
 
28.50088183 1 0.4%
 
Other values (214) 214 95.1%
 
ValueCountFrequency (%) 
14.84492591 1 0.4%
 
16.31633715 1 0.4%
 
16.52809272 1 0.4%
 
16.55004248 1 0.4%
 
17.11749789 1 0.4%
 
ValueCountFrequency (%) 
64.04031812 1 0.4%
 
62.04801362 1 0.4%
 
56.65923818 1 0.4%
 
51.19677501 1 0.4%
 
47.2013825 1 0.4%
 

cirrhosis
Boolean

Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
212
1
 
13
ValueCountFrequency (%) 
0 212 94.2%
 
1 13 5.8%
 

d1_albumin_max
Real number (ℝ≥0)

Distinct count32
Unique (%)14.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7888888888888888
Minimum1.2
Maximum4.6
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum1.2
5-th percentile1.52
Q12.3
median2.8
Q33.3
95-th percentile3.9
Maximum4.6
Range3.4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7264831573
Coefficient of variation (CV)0.2604919687
Kurtosis-0.3642703375
Mean2.788888889
Median Absolute Deviation (MAD)0.5809382716
Skewness-0.1929437064
Sum627.5
Variance0.5277777778
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.2 1.25 1.55 2.55 3.75 4.6 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2.7 18 8.0%
 
2.8 14 6.2%
 
2.9 14 6.2%
 
3.3 13 5.8%
 
2.6 11 4.9%
 
2.1 10 4.4%
 
3.2 10 4.4%
 
3.1 10 4.4%
 
3 9 4.0%
 
3.5 9 4.0%
 
Other values (22) 107 47.6%
 
ValueCountFrequency (%) 
1.2 8 3.6%
 
1.3 1 0.4%
 
1.4 1 0.4%
 
1.5 2 0.9%
 
1.6 4 1.8%
 
ValueCountFrequency (%) 
4.6 2 0.9%
 
4.2 3 1.3%
 
4.1 2 0.9%
 
4 2 0.9%
 
3.9 4 1.8%
 

d1_albumin_min
Real number (ℝ≥0)

Distinct count30
Unique (%)13.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.533333333333333
Minimum1.1
Maximum4.5
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum1.1
5-th percentile1.22
Q12
median2.6
Q33
95-th percentile3.7
Maximum4.5
Range3.4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7181946612
Coefficient of variation (CV)0.2834978926
Kurtosis-0.3982617733
Mean2.533333333
Median Absolute Deviation (MAD)0.5777777778
Skewness0.01126747649
Sum570
Variance0.5158035714
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.1 1.85 3.05 3.85 4.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.9 16 7.1%
 
2.6 16 7.1%
 
2.4 15 6.7%
 
2.5 13 5.8%
 
2.9 13 5.8%
 
2.7 12 5.3%
 
2.2 12 5.3%
 
3 12 5.3%
 
2.8 9 4.0%
 
3.2 8 3.6%
 
Other values (20) 99 44.0%
 
ValueCountFrequency (%) 
1.1 7 3.1%
 
1.2 5 2.2%
 
1.3 2 0.9%
 
1.4 3 1.3%
 
1.5 5 2.2%
 
ValueCountFrequency (%) 
4.5 2 0.9%
 
3.9 2 0.9%
 
3.8 5 2.2%
 
3.7 6 2.7%
 
3.6 6 2.7%
 

d1_arterial_pco2_max
Real number (ℝ≥0)

Distinct count109
Unique (%)48.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45.760888888888886
Minimum25.1
Maximum111.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum25.1
5-th percentile32
Q139
median43
Q349.6
95-th percentile66.3
Maximum111
Range85.9
Interquartile range (IQR)10.6

Descriptive statistics

Standard deviation12.1646986
Coefficient of variation (CV)0.2658317812
Kurtosis7.873925862
Mean45.76088889
Median Absolute Deviation (MAD)8.213163457
Skewness2.19404695
Sum10296.2
Variance147.9798921
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 25.1 31.8 37.95 38.05 49.2 56.45 67.3 111. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
40 11 4.9%
 
41 10 4.4%
 
43 9 4.0%
 
38 9 4.0%
 
42 8 3.6%
 
45 7 3.1%
 
49 6 2.7%
 
53 6 2.7%
 
46 5 2.2%
 
50 5 2.2%
 
Other values (99) 149 66.2%
 
ValueCountFrequency (%) 
25.1 1 0.4%
 
26.5 1 0.4%
 
27 1 0.4%
 
27.1 1 0.4%
 
27.3 1 0.4%
 
ValueCountFrequency (%) 
111 1 0.4%
 
105 1 0.4%
 
103 1 0.4%
 
87 1 0.4%
 
81 1 0.4%
 

d1_arterial_pco2_min
Real number (ℝ≥0)

Distinct count94
Unique (%)41.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean34.196000000000005
Minimum14.9
Maximum59.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum14.9
5-th percentile22.2
Q128.9
median34.7
Q339
95-th percentile46
Maximum59
Range44.1
Interquartile range (IQR)10.1

Descriptive statistics

Standard deviation7.340897668
Coefficient of variation (CV)0.2146712384
Kurtosis0.2952457315
Mean34.196
Median Absolute Deviation (MAD)5.780053333
Skewness0.03306117799
Sum7694.1
Variance53.88877857
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[14.9 20.9 27.9 28.05 34.9 35.15 42.2 48.5 59. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
35 13 5.8%
 
40 9 4.0%
 
41 9 4.0%
 
28 9 4.0%
 
36 9 4.0%
 
38 9 4.0%
 
33 9 4.0%
 
32 8 3.6%
 
42 7 3.1%
 
37 7 3.1%
 
Other values (84) 136 60.4%
 
ValueCountFrequency (%) 
14.9 1 0.4%
 
15 1 0.4%
 
16 1 0.4%
 
17 1 0.4%
 
18.3 1 0.4%
 
ValueCountFrequency (%) 
59 1 0.4%
 
54 1 0.4%
 
53 1 0.4%
 
49 2 0.9%
 
48 2 0.9%
 

d1_arterial_ph_max
Real number (ℝ≥0)

Distinct count92
Unique (%)40.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.3966666666666665
Minimum7.06
Maximum7.62
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum7.06
5-th percentile7.2564
Q17.35
median7.397
Q37.45
95-th percentile7.5232
Maximum7.62
Range0.56
Interquartile range (IQR)0.1

Descriptive statistics

Standard deviation0.08354575308
Coefficient of variation (CV)0.01129505449
Kurtosis1.496591984
Mean7.396666667
Median Absolute Deviation (MAD)0.0625837037
Skewness-0.3870080479
Sum1664.25
Variance0.006979892857
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[7.06 7.2985 7.349 7.351 7.3795 ... 7.3895 7.3905 7.4605 7.522 7.62 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7.43 11 4.9%
 
7.39 11 4.9%
 
7.36 11 4.9%
 
7.38 10 4.4%
 
7.35 10 4.4%
 
7.4 9 4.0%
 
7.45 8 3.6%
 
7.37 7 3.1%
 
7.34 7 3.1%
 
7.41 7 3.1%
 
Other values (82) 134 59.6%
 
ValueCountFrequency (%) 
7.06 1 0.4%
 
7.128 1 0.4%
 
7.164 1 0.4%
 
7.187 1 0.4%
 
7.19 1 0.4%
 
ValueCountFrequency (%) 
7.62 3 1.3%
 
7.572 1 0.4%
 
7.57 1 0.4%
 
7.56 1 0.4%
 
7.552 1 0.4%
 

d1_arterial_ph_min
Real number (ℝ≥0)

Distinct count107
Unique (%)47.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.269146666666667
Minimum6.89
Maximum7.48
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum6.89
5-th percentile7.0022
Q17.21
median7.295
Q37.36
95-th percentile7.4308
Maximum7.48
Range0.59
Interquartile range (IQR)0.15

Descriptive statistics

Standard deviation0.1269213086
Coefficient of variation (CV)0.01746027621
Kurtosis0.5112826162
Mean7.269146667
Median Absolute Deviation (MAD)0.0979712
Skewness-0.9383090007
Sum1635.558
Variance0.01610901857
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[6.89 7.078 7.2385 7.3915 7.48 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7.28 7 3.1%
 
7.32 7 3.1%
 
7.34 7 3.1%
 
7.31 7 3.1%
 
7.36 7 3.1%
 
7.27 7 3.1%
 
7.24 6 2.7%
 
7.39 6 2.7%
 
7.33 6 2.7%
 
7.3 6 2.7%
 
Other values (97) 159 70.7%
 
ValueCountFrequency (%) 
6.89 3 1.3%
 
6.9 1 0.4%
 
6.949 1 0.4%
 
6.965 1 0.4%
 
6.982 1 0.4%
 
ValueCountFrequency (%) 
7.48 2 0.9%
 
7.478 1 0.4%
 
7.46 1 0.4%
 
7.458 1 0.4%
 
7.45 3 1.3%
 

d1_arterial_po2_max
Real number (ℝ≥0)

Distinct count164
Unique (%)72.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean215.8165555555556
Minimum39.0
Maximum540.865
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum39
5-th percentile84.4
Q1135.7
median181
Q3277
95-th percentile449
Maximum540.865
Range501.865
Interquartile range (IQR)141.3

Descriptive statistics

Standard deviation112.7391353
Coefficient of variation (CV)0.5223840915
Kurtosis0.560524718
Mean215.8165556
Median Absolute Deviation (MAD)89.42356346
Skewness1.077637844
Sum48558.725
Variance12710.11263
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 39. 74.8 214.5 345.5 540.865], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
540.865 5 2.2%
 
150 4 1.8%
 
165 3 1.3%
 
205 3 1.3%
 
176 3 1.3%
 
117 3 1.3%
 
246 3 1.3%
 
136 3 1.3%
 
80 3 1.3%
 
279 3 1.3%
 
Other values (154) 192 85.3%
 
ValueCountFrequency (%) 
39 1 0.4%
 
67 1 0.4%
 
74.6 1 0.4%
 
75 1 0.4%
 
77 1 0.4%
 
ValueCountFrequency (%) 
540.865 5 2.2%
 
501 1 0.4%
 
498 1 0.4%
 
494 1 0.4%
 
487 1 0.4%
 

d1_arterial_po2_min
Real number (ℝ≥0)

Distinct count126
Unique (%)56.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean99.42177777777779
Minimum30.0
Maximum388.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum30
5-th percentile40.6
Q169
median86
Q3120
95-th percentile184.48
Maximum388
Range358
Interquartile range (IQR)51

Descriptive statistics

Standard deviation50.95645915
Coefficient of variation (CV)0.5125281431
Kurtosis6.699764258
Mean99.42177778
Median Absolute Deviation (MAD)36.37029136
Skewness2.058963627
Sum22369.9
Variance2596.560729
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 30. 50.95 100.5 137.5 188.8 388. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
73 7 3.1%
 
75 6 2.7%
 
79 6 2.7%
 
76 6 2.7%
 
71 5 2.2%
 
137 4 1.8%
 
60 4 1.8%
 
100 4 1.8%
 
72 3 1.3%
 
99 3 1.3%
 
Other values (116) 177 78.7%
 
ValueCountFrequency (%) 
30 1 0.4%
 
32 1 0.4%
 
34.3 1 0.4%
 
35.7 1 0.4%
 
36 3 1.3%
 
ValueCountFrequency (%) 
388 1 0.4%
 
319.7 1 0.4%
 
304 1 0.4%
 
277 1 0.4%
 
246 1 0.4%
 

d1_bilirubin_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count60
Unique (%)26.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.8856444444444445
Minimum0.2
Maximum25.8
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.3
Q10.6
median1
Q31.9
95-th percentile5.864
Maximum25.8
Range25.6
Interquartile range (IQR)1.3

Descriptive statistics

Standard deviation2.956999212
Coefficient of variation (CV)1.568163723
Kurtosis36.03371264
Mean1.885644444
Median Absolute Deviation (MAD)1.559095704
Skewness5.282405895
Sum424.27
Variance8.743844337
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.2 0.805 1.405 3.25 7.1 25.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.4 22 9.8%
 
0.5 17 7.6%
 
0.7 17 7.6%
 
0.8 15 6.7%
 
1.1 13 5.8%
 
0.9 13 5.8%
 
0.3 12 5.3%
 
1.2 10 4.4%
 
0.6 9 4.0%
 
1.3 7 3.1%
 
Other values (50) 90 40.0%
 
ValueCountFrequency (%) 
0.2 2 0.9%
 
0.3 12 5.3%
 
0.4 22 9.8%
 
0.5 17 7.6%
 
0.57 1 0.4%
 
ValueCountFrequency (%) 
25.8 1 0.4%
 
25 1 0.4%
 
12.4 1 0.4%
 
11.6 1 0.4%
 
11 1 0.4%
 

d1_bilirubin_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count45
Unique (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.349288888888889
Minimum0.2
Maximum25.4
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.3
Q10.5
median0.7
Q31.3
95-th percentile3.88
Maximum25.4
Range25.2
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation2.323242506
Coefficient of variation (CV)1.721827346
Kurtosis60.0883429
Mean1.349288889
Median Absolute Deviation (MAD)1.063896889
Skewness6.840950908
Sum303.59
Variance5.397455742
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.2 0.315 0.365 0.53 1.225 2.2 4.15 6.95 25.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.5 24 10.7%
 
0.4 22 9.8%
 
0.3 21 9.3%
 
0.7 18 8.0%
 
0.6 17 7.6%
 
0.8 13 5.8%
 
1.1 13 5.8%
 
0.2 10 4.4%
 
0.9 10 4.4%
 
1.2 9 4.0%
 
Other values (35) 68 30.2%
 
ValueCountFrequency (%) 
0.2 10 4.4%
 
0.3 21 9.3%
 
0.33 1 0.4%
 
0.4 22 9.8%
 
0.5 24 10.7%
 
ValueCountFrequency (%) 
25.4 1 0.4%
 
16.7 1 0.4%
 
10.5 1 0.4%
 
7.2 1 0.4%
 
6.7 1 0.4%
 

d1_bun_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count67
Unique (%)29.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.26311111111111
Minimum4.0
Maximum104.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile9.2
Q115
median21
Q332
95-th percentile66.8
Maximum104
Range100
Interquartile range (IQR)17

Descriptive statistics

Standard deviation17.70448942
Coefficient of variation (CV)0.6493935834
Kurtosis3.11639885
Mean27.26311111
Median Absolute Deviation (MAD)12.98669827
Skewness1.734079905
Sum6134.2
Variance313.4489456
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 4. 12.5 24.5 35.5 53.5 104. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
20 15 6.7%
 
15 14 6.2%
 
18 10 4.4%
 
13 9 4.0%
 
16 9 4.0%
 
21 9 4.0%
 
24 9 4.0%
 
14 8 3.6%
 
19 8 3.6%
 
22 7 3.1%
 
Other values (57) 127 56.4%
 
ValueCountFrequency (%) 
4 1 0.4%
 
6 1 0.4%
 
7 3 1.3%
 
8 2 0.9%
 
9 5 2.2%
 
ValueCountFrequency (%) 
104 1 0.4%
 
91 1 0.4%
 
86 1 0.4%
 
82 1 0.4%
 
81 1 0.4%
 

d1_bun_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count56
Unique (%)24.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.744444444444444
Minimum3.0
Maximum77.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum3
5-th percentile7
Q113
median17
Q327
95-th percentile52
Maximum77
Range74
Interquartile range (IQR)14

Descriptive statistics

Standard deviation14.5391337
Coefficient of variation (CV)0.6686367056
Kurtosis2.909991774
Mean21.74444444
Median Absolute Deviation (MAD)10.84612346
Skewness1.693527137
Sum4892.5
Variance211.3864087
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 3. 9.75 19.5 30.5 44.5 77. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
14 21 9.3%
 
13 13 5.8%
 
15 13 5.8%
 
12 12 5.3%
 
11 10 4.4%
 
16 9 4.0%
 
17 9 4.0%
 
10 9 4.0%
 
19 9 4.0%
 
23 7 3.1%
 
Other values (46) 113 50.2%
 
ValueCountFrequency (%) 
3 2 0.9%
 
5 3 1.3%
 
6 6 2.7%
 
7 3 1.3%
 
8 3 1.3%
 
ValueCountFrequency (%) 
77 1 0.4%
 
76 1 0.4%
 
75 1 0.4%
 
69 1 0.4%
 
67 1 0.4%
 

d1_calcium_max
Real number (ℝ≥0)

Distinct count41
Unique (%)18.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.333333333333334
Minimum6.2
Maximum10.8
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum6.2
5-th percentile7
Q17.7
median8.2
Q38.8
95-th percentile10.46
Maximum10.8
Range4.6
Interquartile range (IQR)1.1

Descriptive statistics

Standard deviation0.9659377383
Coefficient of variation (CV)0.1159125286
Kurtosis0.5222398922
Mean8.333333333
Median Absolute Deviation (MAD)0.725037037
Skewness0.6768306391
Sum1875
Variance0.9330357143
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 6.2 7.35 8.95 10.75 10.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8.3 16 7.1%
 
8.1 15 6.7%
 
8 13 5.8%
 
8.2 13 5.8%
 
8.6 12 5.3%
 
7.9 11 4.9%
 
7.5 9 4.0%
 
8.4 9 4.0%
 
8.8 8 3.6%
 
7.8 8 3.6%
 
Other values (31) 111 49.3%
 
ValueCountFrequency (%) 
6.2 3 1.3%
 
6.6 3 1.3%
 
6.7 1 0.4%
 
6.8 1 0.4%
 
6.9 3 1.3%
 
ValueCountFrequency (%) 
10.8 8 3.6%
 
10.7 1 0.4%
 
10.6 2 0.9%
 
10.5 1 0.4%
 
10.3 1 0.4%
 

d1_calcium_min
Real number (ℝ≥0)

Distinct count40
Unique (%)17.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.545333333333333
Minimum5.5
Maximum10.3
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum5.5
5-th percentile5.92
Q17.1
median7.6
Q38.1
95-th percentile8.9
Maximum10.3
Range4.8
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.8736152308
Coefficient of variation (CV)0.1157821917
Kurtosis0.317972996
Mean7.545333333
Median Absolute Deviation (MAD)0.6757688889
Skewness-0.2241750393
Sum1697.7
Variance0.7632035714
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5.5 6.85 8.45 9.1 10.3 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7.6 16 7.1%
 
8.1 15 6.7%
 
8.2 14 6.2%
 
8 13 5.8%
 
7.9 12 5.3%
 
7.5 11 4.9%
 
7.1 10 4.4%
 
7.8 9 4.0%
 
7.3 9 4.0%
 
7.2 9 4.0%
 
Other values (30) 107 47.6%
 
ValueCountFrequency (%) 
5.5 5 2.2%
 
5.6 2 0.9%
 
5.7 3 1.3%
 
5.8 1 0.4%
 
5.9 1 0.4%
 
ValueCountFrequency (%) 
10.3 1 0.4%
 
9.7 1 0.4%
 
9.6 1 0.4%
 
9.4 3 1.3%
 
9.2 1 0.4%
 

d1_diasbp_invasive_max
Real number (ℝ≥0)

Distinct count77
Unique (%)34.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean81.86666666666666
Minimum37.0
Maximum181.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum37
5-th percentile54.2
Q168
median79
Q392
95-th percentile120
Maximum181
Range144
Interquartile range (IQR)24

Descriptive statistics

Standard deviation21.5938566
Coefficient of variation (CV)0.2637686067
Kurtosis4.133425346
Mean81.86666667
Median Absolute Deviation (MAD)15.85837037
Skewness1.439625071
Sum18420
Variance466.2946429
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 37. 49.5 61.5 89.5 102.5 126. 181. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
68 10 4.4%
 
74 9 4.0%
 
80 8 3.6%
 
63 7 3.1%
 
71 7 3.1%
 
70 7 3.1%
 
102 6 2.7%
 
81 6 2.7%
 
87 6 2.7%
 
73 6 2.7%
 
Other values (67) 153 68.0%
 
ValueCountFrequency (%) 
37 1 0.4%
 
44 1 0.4%
 
45 1 0.4%
 
47 1 0.4%
 
49 1 0.4%
 
ValueCountFrequency (%) 
181 2 0.9%
 
170 1 0.4%
 
141 1 0.4%
 
140 1 0.4%
 
128 2 0.9%
 

d1_diasbp_invasive_min
Real number (ℝ≥0)

Distinct count51
Unique (%)22.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean44.04
Minimum5.0
Maximum77.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum5
5-th percentile27
Q138
median45
Q350
95-th percentile61
Maximum77
Range72
Interquartile range (IQR)12

Descriptive statistics

Standard deviation10.9092523
Coefficient of variation (CV)0.2477123592
Kurtosis1.057846552
Mean44.04
Median Absolute Deviation (MAD)8.199466667
Skewness-0.2218078457
Sum9909
Variance119.0117857
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5. 26.5 37.5 49.5 63.5 77. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
48 14 6.2%
 
45 14 6.2%
 
49 12 5.3%
 
44 11 4.9%
 
40 10 4.4%
 
38 10 4.4%
 
55 9 4.0%
 
42 9 4.0%
 
47 8 3.6%
 
41 8 3.6%
 
Other values (41) 120 53.3%
 
ValueCountFrequency (%) 
5 1 0.4%
 
9 1 0.4%
 
16 1 0.4%
 
17 1 0.4%
 
19 1 0.4%
 
ValueCountFrequency (%) 
77 1 0.4%
 
75 1 0.4%
 
72 1 0.4%
 
69 1 0.4%
 
65 1 0.4%
 

d1_diasbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count72
Unique (%)32.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean82.76
Minimum46.0
Maximum165.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum46
5-th percentile55.2
Q170
median81
Q394
95-th percentile112.6
Maximum165
Range119
Interquartile range (IQR)24

Descriptive statistics

Standard deviation18.83398334
Coefficient of variation (CV)0.2275735058
Kurtosis1.533195581
Mean82.76
Median Absolute Deviation (MAD)14.44835556
Skewness0.8037728466
Sum18621
Variance354.7189286
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 46. 60.5 96.5 110.5 165. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
62 9 4.0%
 
84 8 3.6%
 
80 8 3.6%
 
79 7 3.1%
 
67 7 3.1%
 
83 7 3.1%
 
85 7 3.1%
 
70 6 2.7%
 
69 6 2.7%
 
95 6 2.7%
 
Other values (62) 154 68.4%
 
ValueCountFrequency (%) 
46 4 1.8%
 
50 1 0.4%
 
51 2 0.9%
 
52 2 0.9%
 
53 1 0.4%
 
ValueCountFrequency (%) 
165 1 0.4%
 
145 1 0.4%
 
137 1 0.4%
 
135 1 0.4%
 
128 1 0.4%
 

d1_diasbp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count52
Unique (%)23.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45.50222222222222
Minimum13.0
Maximum88.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum13
5-th percentile23.2
Q139
median45
Q353
95-th percentile64
Maximum88
Range75
Interquartile range (IQR)14

Descriptive statistics

Standard deviation12.5200284
Coefficient of variation (CV)0.2751520209
Kurtosis0.9671742611
Mean45.50222222
Median Absolute Deviation (MAD)9.5712
Skewness0.07092066241
Sum10238
Variance156.7511111
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[13. 36.5 53.5 65. 88. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
37 13 5.8%
 
39 12 5.3%
 
42 12 5.3%
 
44 11 4.9%
 
51 11 4.9%
 
49 9 4.0%
 
40 8 3.6%
 
50 8 3.6%
 
43 8 3.6%
 
52 8 3.6%
 
Other values (42) 125 55.6%
 
ValueCountFrequency (%) 
13 5 2.2%
 
18 1 0.4%
 
19 1 0.4%
 
20 1 0.4%
 
21 1 0.4%
 
ValueCountFrequency (%) 
88 1 0.4%
 
82 1 0.4%
 
79 1 0.4%
 
77 2 0.9%
 
75 1 0.4%
 

d1_diasbp_noninvasive_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count72
Unique (%)32.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean82.96888888888888
Minimum46.0
Maximum165.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum46
5-th percentile56.4
Q170
median81
Q394
95-th percentile114.6
Maximum165
Range119
Interquartile range (IQR)24

Descriptive statistics

Standard deviation18.86426874
Coefficient of variation (CV)0.2273655703
Kurtosis1.566161423
Mean82.96888889
Median Absolute Deviation (MAD)14.42042469
Skewness0.8446412085
Sum18668
Variance355.8606349
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 46. 58.5 96.5 110.5 165. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
62 8 3.6%
 
80 8 3.6%
 
84 8 3.6%
 
83 7 3.1%
 
85 7 3.1%
 
70 7 3.1%
 
67 7 3.1%
 
79 7 3.1%
 
69 6 2.7%
 
95 6 2.7%
 
Other values (62) 154 68.4%
 
ValueCountFrequency (%) 
46 4 1.8%
 
51 2 0.9%
 
52 2 0.9%
 
53 1 0.4%
 
55 2 0.9%
 
ValueCountFrequency (%) 
165 1 0.4%
 
145 1 0.4%
 
137 1 0.4%
 
135 1 0.4%
 
129 1 0.4%
 

d1_diasbp_noninvasive_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count53
Unique (%)23.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45.63111111111111
Minimum13.0
Maximum88.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum13
5-th percentile23.2
Q139
median45
Q353
95-th percentile64
Maximum88
Range75
Interquartile range (IQR)14

Descriptive statistics

Standard deviation12.65164836
Coefficient of variation (CV)0.2772592658
Kurtosis0.9085403572
Mean45.63111111
Median Absolute Deviation (MAD)9.705244444
Skewness0.08462727619
Sum10267
Variance160.0642063
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[13. 36.5 53.5 65. 88. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
37 13 5.8%
 
39 12 5.3%
 
42 12 5.3%
 
44 11 4.9%
 
51 11 4.9%
 
49 9 4.0%
 
53 8 3.6%
 
50 8 3.6%
 
43 8 3.6%
 
52 8 3.6%
 
Other values (43) 125 55.6%
 
ValueCountFrequency (%) 
13 5 2.2%
 
18 1 0.4%
 
19 1 0.4%
 
20 1 0.4%
 
21 1 0.4%
 
ValueCountFrequency (%) 
88 1 0.4%
 
82 1 0.4%
 
79 1 0.4%
 
77 2 0.9%
 
75 1 0.4%
 

d1_glucose_max
Real number (ℝ≥0)

Distinct count142
Unique (%)63.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean209.72
Minimum82.0
Maximum611.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum82
5-th percentile119
Q1154
median188
Q3242
95-th percentile376.8
Maximum611
Range529
Interquartile range (IQR)88

Descriptive statistics

Standard deviation84.58193829
Coefficient of variation (CV)0.4033088799
Kurtosis5.29303047
Mean209.72
Median Absolute Deviation (MAD)60.58097778
Skewness1.916537411
Sum47187
Variance7154.104286
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 82. 128.5 206. 284.5 416.5 611. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
201 5 2.2%
 
172 4 1.8%
 
158 4 1.8%
 
188 4 1.8%
 
227 4 1.8%
 
168 4 1.8%
 
238 3 1.3%
 
242 3 1.3%
 
157 3 1.3%
 
255 3 1.3%
 
Other values (132) 188 83.6%
 
ValueCountFrequency (%) 
82 1 0.4%
 
93 1 0.4%
 
101 1 0.4%
 
105 1 0.4%
 
106 1 0.4%
 
ValueCountFrequency (%) 
611 2 0.9%
 
547 1 0.4%
 
522 1 0.4%
 
444 1 0.4%
 
425 1 0.4%
 

d1_hco3_max
Real number (ℝ≥0)

Distinct count26
Unique (%)11.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.29422222222222
Minimum12.0
Maximum40.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum12
5-th percentile17
Q121
median23
Q325
95-th percentile30
Maximum40
Range28
Interquartile range (IQR)4

Descriptive statistics

Standard deviation4.265927345
Coefficient of variation (CV)0.1831324225
Kurtosis1.67547356
Mean23.29422222
Median Absolute Deviation (MAD)3.17542716
Skewness0.4555410782
Sum5241.2
Variance18.19813611
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[12. 16.5 21.5 22.25 22.75 26.5 31.5 40. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
24 32 14.2%
 
22 30 13.3%
 
25 22 9.8%
 
26 18 8.0%
 
23 17 7.6%
 
20 17 7.6%
 
21 14 6.2%
 
27 10 4.4%
 
17 9 4.0%
 
19 9 4.0%
 
Other values (16) 47 20.9%
 
ValueCountFrequency (%) 
12 2 0.9%
 
13 2 0.9%
 
14 1 0.4%
 
14.9 1 0.4%
 
16 3 1.3%
 
ValueCountFrequency (%) 
40 1 0.4%
 
37 3 1.3%
 
32 3 1.3%
 
31 4 1.8%
 
30 6 2.7%
 

d1_hco3_min
Real number (ℝ≥0)

Distinct count27
Unique (%)12.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.57911111111111
Minimum7.0
Maximum34.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile10
Q117
median20
Q323
95-th percentile26
Maximum34
Range27
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.023752431
Coefficient of variation (CV)0.25658736
Kurtosis0.328606998
Mean19.57911111
Median Absolute Deviation (MAD)3.943063704
Skewness-0.4691017188
Sum4405.3
Variance25.23808849
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 7. 13.75 17.5 25.5 28.5 34. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
23 25 11.1%
 
22 23 10.2%
 
20 19 8.4%
 
21 18 8.0%
 
18 17 7.6%
 
19 16 7.1%
 
25 15 6.7%
 
24 13 5.8%
 
14 10 4.4%
 
15 10 4.4%
 
Other values (17) 59 26.2%
 
ValueCountFrequency (%) 
7 6 2.7%
 
8 2 0.9%
 
9 2 0.9%
 
10 4 1.8%
 
11 6 2.7%
 
ValueCountFrequency (%) 
34 2 0.9%
 
29 2 0.9%
 
28 3 1.3%
 
27 4 1.8%
 
26 4 1.8%
 

d1_heartrate_max
Real number (ℝ≥0)

Distinct count86
Unique (%)38.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean112.98666666666666
Minimum61.0
Maximum177.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum61
5-th percentile79.2
Q195
median113
Q3127
95-th percentile151.8
Maximum177
Range116
Interquartile range (IQR)32

Descriptive statistics

Standard deviation22.55182128
Coefficient of variation (CV)0.1995971909
Kurtosis-0.403783635
Mean112.9866667
Median Absolute Deviation (MAD)18.27117037
Skewness0.2650988207
Sum25422
Variance508.5846429
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 61. 83.5 122.5 155.5 177. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
90 8 3.6%
 
118 6 2.7%
 
125 5 2.2%
 
112 5 2.2%
 
133 5 2.2%
 
141 5 2.2%
 
116 5 2.2%
 
104 5 2.2%
 
106 5 2.2%
 
120 5 2.2%
 
Other values (76) 171 76.0%
 
ValueCountFrequency (%) 
61 1 0.4%
 
65 1 0.4%
 
70 1 0.4%
 
71 1 0.4%
 
72 1 0.4%
 
ValueCountFrequency (%) 
177 1 0.4%
 
168 1 0.4%
 
164 1 0.4%
 
162 2 0.9%
 
161 1 0.4%
 

d1_heartrate_min
Real number (ℝ≥0)

Distinct count69
Unique (%)30.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean71.23555555555555
Minimum0.0
Maximum127.0
Zeros2
Zeros (%)0.9%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile46.2
Q160
median71
Q382
95-th percentile102.8
Maximum127
Range127
Interquartile range (IQR)22

Descriptive statistics

Standard deviation18.77647126
Coefficient of variation (CV)0.2635828571
Kurtosis1.917355137
Mean71.23555556
Median Absolute Deviation (MAD)14.03634568
Skewness-0.2609605146
Sum16028
Variance352.555873
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 43.5 52.5 89.5 112.5 127. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
70 10 4.4%
 
73 10 4.4%
 
60 9 4.0%
 
77 9 4.0%
 
62 8 3.6%
 
72 7 3.1%
 
56 7 3.1%
 
66 7 3.1%
 
78 7 3.1%
 
87 6 2.7%
 
Other values (59) 145 64.4%
 
ValueCountFrequency (%) 
0 2 0.9%
 
11 1 0.4%
 
12 1 0.4%
 
30 1 0.4%
 
39 1 0.4%
 
ValueCountFrequency (%) 
127 1 0.4%
 
121 1 0.4%
 
114 1 0.4%
 
111 2 0.9%
 
109 1 0.4%
 

d1_hemaglobin_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count75
Unique (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.220888888888888
Minimum6.8
Maximum17.2
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum6.8
5-th percentile8.5
Q19.8
median11
Q312.4
95-th percentile14.28
Maximum17.2
Range10.4
Interquartile range (IQR)2.6

Descriptive statistics

Standard deviation1.861177409
Coefficient of variation (CV)0.1658671989
Kurtosis0.1836285598
Mean11.22088889
Median Absolute Deviation (MAD)1.484689383
Skewness0.4685287789
Sum2524.7
Variance3.463981349
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 6.8 8.45 12.15 14.4 17.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
10.8 10 4.4%
 
9.5 8 3.6%
 
11.4 8 3.6%
 
10.9 8 3.6%
 
9.9 6 2.7%
 
12 6 2.7%
 
9.7 6 2.7%
 
9.4 6 2.7%
 
11.6 6 2.7%
 
13.1 6 2.7%
 
Other values (65) 155 68.9%
 
ValueCountFrequency (%) 
6.8 1 0.4%
 
7.1 1 0.4%
 
7.8 1 0.4%
 
7.9 1 0.4%
 
8 1 0.4%
 
ValueCountFrequency (%) 
17.2 2 0.9%
 
15.9 1 0.4%
 
15.7 1 0.4%
 
15.6 1 0.4%
 
15.5 1 0.4%
 

d1_hemaglobin_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count76
Unique (%)33.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.331999999999999
Minimum5.3
Maximum15.1
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum5.3
5-th percentile6.24
Q17.8
median9.1
Q310.8
95-th percentile12.78
Maximum15.1
Range9.8
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.008363762
Coefficient of variation (CV)0.2152125763
Kurtosis-0.2735517627
Mean9.332
Median Absolute Deviation (MAD)1.621973333
Skewness0.2774915685
Sum2099.7
Variance4.033525
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5.3 5.35 6.85 9.85 12.05 15.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
9.7 11 4.9%
 
9.1 10 4.4%
 
7.9 8 3.6%
 
8.9 7 3.1%
 
11.5 7 3.1%
 
7.6 6 2.7%
 
9.8 6 2.7%
 
8.7 6 2.7%
 
7.2 6 2.7%
 
7 5 2.2%
 
Other values (66) 153 68.0%
 
ValueCountFrequency (%) 
5.3 5 2.2%
 
5.4 1 0.4%
 
5.5 1 0.4%
 
5.8 1 0.4%
 
6 2 0.9%
 
ValueCountFrequency (%) 
15.1 1 0.4%
 
14.9 1 0.4%
 
13.9 2 0.9%
 
13.7 1 0.4%
 
13.6 1 0.4%
 

d1_hematocrit_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count129
Unique (%)57.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.65244444444445
Minimum20.4
Maximum51.5
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum20.4
5-th percentile25.34
Q129.7
median33.2
Q336.8
95-th percentile43.26
Maximum51.5
Range31.1
Interquartile range (IQR)7.1

Descriptive statistics

Standard deviation5.594632774
Coefficient of variation (CV)0.166247441
Kurtosis0.428211306
Mean33.65244444
Median Absolute Deviation (MAD)4.399051852
Skewness0.5538246035
Sum7571.8
Variance31.29991587
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[20.4 26.55 36.95 42.25 51.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
32 10 4.4%
 
34 6 2.7%
 
29 5 2.2%
 
33.3 4 1.8%
 
29.7 4 1.8%
 
35.8 4 1.8%
 
28 3 1.3%
 
30 3 1.3%
 
33.2 3 1.3%
 
30.3 3 1.3%
 
Other values (119) 180 80.0%
 
ValueCountFrequency (%) 
20.4 1 0.4%
 
23 1 0.4%
 
23.4 1 0.4%
 
23.5 1 0.4%
 
23.7 1 0.4%
 
ValueCountFrequency (%) 
51.5 3 1.3%
 
46.9 1 0.4%
 
46 3 1.3%
 
45.6 1 0.4%
 
44.9 1 0.4%
 

d1_hematocrit_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count132
Unique (%)58.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.796444444444447
Minimum16.1
Maximum43.2
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum16.1
5-th percentile18.08
Q123
median27.7
Q332.3
95-th percentile37.9
Maximum43.2
Range27.1
Interquartile range (IQR)9.3

Descriptive statistics

Standard deviation6.116764564
Coefficient of variation (CV)0.2200556469
Kurtosis-0.5775226069
Mean27.79644444
Median Absolute Deviation (MAD)5.036428642
Skewness0.1965625226
Sum6254.2
Variance37.41480873
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[16.1 21.95 22.05 36.15 43.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
22 7 3.1%
 
16.1 6 2.7%
 
27 5 2.2%
 
22.6 4 1.8%
 
27.8 4 1.8%
 
21 4 1.8%
 
25 4 1.8%
 
28 4 1.8%
 
23 4 1.8%
 
24 4 1.8%
 
Other values (122) 179 79.6%
 
ValueCountFrequency (%) 
16.1 6 2.7%
 
16.7 1 0.4%
 
17.3 1 0.4%
 
17.6 2 0.9%
 
18 2 0.9%
 
ValueCountFrequency (%) 
43.2 1 0.4%
 
42.8 1 0.4%
 
42.4 1 0.4%
 
41 1 0.4%
 
40.2 2 0.9%
 

d1_inr_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count56
Unique (%)24.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.77968
Minimum0.9
Maximum7.756
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1.036
Q11.27
median1.41
Q31.8
95-th percentile3.696
Maximum7.756
Range6.856
Interquartile range (IQR)0.53

Descriptive statistics

Standard deviation1.138280158
Coefficient of variation (CV)0.6395982189
Kurtosis13.61344356
Mean1.77968
Median Absolute Deviation (MAD)0.6569443556
Skewness3.485765972
Sum400.428
Variance1.295681719
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.9 1.08 1.145 1.195 1.235 ... 1.585 1.605 2.45 3.9 7.756], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.4 26 11.6%
 
1.1 25 11.1%
 
1.3 20 8.9%
 
1.6 20 8.9%
 
1.5 17 7.6%
 
1.2 17 7.6%
 
1.8 10 4.4%
 
1 7 3.1%
 
1.7 7 3.1%
 
2 5 2.2%
 
Other values (46) 71 31.6%
 
ValueCountFrequency (%) 
0.9 3 1.3%
 
1 7 3.1%
 
1.01 1 0.4%
 
1.03 1 0.4%
 
1.06 1 0.4%
 
ValueCountFrequency (%) 
7.756 3 1.3%
 
7.2 1 0.4%
 
6.7 1 0.4%
 
6.3 1 0.4%
 
5.4 1 0.4%
 

d1_inr_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count52
Unique (%)23.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.440977777777778
Minimum0.9
Maximum5.4
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.1
median1.3
Q31.5
95-th percentile2.48
Maximum5.4
Range4.5
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.5570200724
Coefficient of variation (CV)0.3865570178
Kurtosis15.79777793
Mean1.440977778
Median Absolute Deviation (MAD)0.3320399012
Skewness3.4198198
Sum324.22
Variance0.3102713611
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.9 0.91 0.985 1.005 1.09 ... 1.49 1.505 2.005 3.55 5.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.1 38 16.9%
 
1.3 32 14.2%
 
1.4 24 10.7%
 
1.2 23 10.2%
 
1.5 17 7.6%
 
1 12 5.3%
 
1.6 9 4.0%
 
1.8 7 3.1%
 
2 5 2.2%
 
0.9 5 2.2%
 
Other values (42) 53 23.6%
 
ValueCountFrequency (%) 
0.9 5 2.2%
 
0.92 1 0.4%
 
0.97 1 0.4%
 
1 12 5.3%
 
1.01 1 0.4%
 
ValueCountFrequency (%) 
5.4 1 0.4%
 
4.1 1 0.4%
 
3.6 1 0.4%
 
3.5 2 0.9%
 
3.3 1 0.4%
 

d1_mbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count75
Unique (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.81777777777778
Minimum60.0
Maximum184.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum60
5-th percentile69.2
Q186
median97
Q3109
95-th percentile135.8
Maximum184
Range124
Interquartile range (IQR)23

Descriptive statistics

Standard deviation20.58079992
Coefficient of variation (CV)0.208270216
Kurtosis2.159723359
Mean98.81777778
Median Absolute Deviation (MAD)15.19632593
Skewness0.9587899339
Sum22234
Variance423.5693254
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 60. 82.5 114.5 151. 184. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
111 10 4.4%
 
96 9 4.0%
 
99 9 4.0%
 
104 7 3.1%
 
93 7 3.1%
 
106 7 3.1%
 
98 7 3.1%
 
92 7 3.1%
 
91 6 2.7%
 
97 6 2.7%
 
Other values (65) 150 66.7%
 
ValueCountFrequency (%) 
60 4 1.8%
 
61 1 0.4%
 
63 2 0.9%
 
64 1 0.4%
 
65 1 0.4%
 
ValueCountFrequency (%) 
184 1 0.4%
 
182 1 0.4%
 
162 1 0.4%
 
154 1 0.4%
 
148 3 1.3%
 

d1_mbp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count58
Unique (%)25.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean58.90222222222222
Minimum22.0
Maximum111.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile31
Q151
median59
Q367
95-th percentile85
Maximum111
Range89
Interquartile range (IQR)16

Descriptive statistics

Standard deviation15.62047776
Coefficient of variation (CV)0.2651933521
Kurtosis1.200614648
Mean58.90222222
Median Absolute Deviation (MAD)11.69019259
Skewness0.2568688985
Sum13253
Variance243.9993254
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 22. 45.5 67.5 79.5 111. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
48 11 4.9%
 
54 11 4.9%
 
63 11 4.9%
 
59 9 4.0%
 
53 9 4.0%
 
51 9 4.0%
 
55 9 4.0%
 
65 8 3.6%
 
61 7 3.1%
 
67 7 3.1%
 
Other values (48) 134 59.6%
 
ValueCountFrequency (%) 
22 6 2.7%
 
27 2 0.9%
 
28 1 0.4%
 
29 1 0.4%
 
31 3 1.3%
 
ValueCountFrequency (%) 
111 1 0.4%
 
110 1 0.4%
 
105 1 0.4%
 
104 1 0.4%
 
103 1 0.4%
 

d1_mbp_noninvasive_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count74
Unique (%)32.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.93333333333334
Minimum60.0
Maximum181.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum60
5-th percentile69.2
Q186
median97
Q3109
95-th percentile135.8
Maximum181
Range121
Interquartile range (IQR)23

Descriptive statistics

Standard deviation20.59993065
Coefficient of variation (CV)0.2082203233
Kurtosis2.066666747
Mean98.93333333
Median Absolute Deviation (MAD)15.17155556
Skewness0.9588389282
Sum22260
Variance424.3571429
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 60. 82.5 114.5 136.5 181. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
111 10 4.4%
 
96 9 4.0%
 
99 9 4.0%
 
93 8 3.6%
 
98 7 3.1%
 
106 7 3.1%
 
92 7 3.1%
 
104 7 3.1%
 
91 6 2.7%
 
97 6 2.7%
 
Other values (64) 149 66.2%
 
ValueCountFrequency (%) 
60 4 1.8%
 
61 1 0.4%
 
63 2 0.9%
 
64 1 0.4%
 
65 1 0.4%
 
ValueCountFrequency (%) 
181 2 0.9%
 
162 1 0.4%
 
158 1 0.4%
 
154 1 0.4%
 
148 2 0.9%
 

d1_mbp_noninvasive_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count59
Unique (%)26.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean59.09777777777778
Minimum22.0
Maximum111.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile31
Q151
median59
Q368
95-th percentile85
Maximum111
Range89
Interquartile range (IQR)17

Descriptive statistics

Standard deviation15.94211752
Coefficient of variation (CV)0.2697583246
Kurtosis1.256313968
Mean59.09777778
Median Absolute Deviation (MAD)11.89096296
Skewness0.3316947313
Sum13297
Variance254.1511111
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 22. 45.5 67.5 78.5 111. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
54 11 4.9%
 
48 11 4.9%
 
63 10 4.4%
 
59 9 4.0%
 
51 9 4.0%
 
55 9 4.0%
 
53 9 4.0%
 
74 7 3.1%
 
61 7 3.1%
 
67 7 3.1%
 
Other values (49) 136 60.4%
 
ValueCountFrequency (%) 
22 6 2.7%
 
27 2 0.9%
 
28 1 0.4%
 
29 1 0.4%
 
31 3 1.3%
 
ValueCountFrequency (%) 
111 1 0.4%
 
110 1 0.4%
 
108 1 0.4%
 
105 1 0.4%
 
104 1 0.4%
 

d1_pao2fio2ratio_max
Real number (ℝ≥0)

Distinct count194
Unique (%)86.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean308.97053658640004
Minimum54.8
Maximum834.805
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum54.8
5-th percentile125.25
Q1207.5
median295
Q3372
95-th percentile572.6
Maximum834.805
Range780.005
Interquartile range (IQR)164.5

Descriptive statistics

Standard deviation142.1179577
Coefficient of variation (CV)0.4599725245
Kurtosis2.593598033
Mean308.9705366
Median Absolute Deviation (MAD)105.9695019
Skewness1.21082305
Sum69518.37073
Variance20197.5139
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 54.8 120.55555555 454.66666665 602.5 834.805 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
834.805 5 2.2%
 
200 4 1.8%
 
140 3 1.3%
 
230 3 1.3%
 
290 3 1.3%
 
330 3 1.3%
 
404 2 0.9%
 
408 2 0.9%
 
397.5 2 0.9%
 
302 2 0.9%
 
Other values (184) 196 87.1%
 
ValueCountFrequency (%) 
54.8 1 0.4%
 
79 1 0.4%
 
89 1 0.4%
 
97.14285714 1 0.4%
 
97.5 1 0.4%
 
ValueCountFrequency (%) 
834.805 5 2.2%
 
630 1 0.4%
 
610 1 0.4%
 
595 1 0.4%
 
583 1 0.4%
 

d1_pao2fio2ratio_min
Real number (ℝ≥0)

Distinct count174
Unique (%)77.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean197.35082614822224
Minimum36.0
Maximum555.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum36
5-th percentile49.4
Q192.72727273
median185
Q3280
95-th percentile403.5
Maximum555
Range519
Interquartile range (IQR)187.2727273

Descriptive statistics

Standard deviation113.1502153
Coefficient of variation (CV)0.5733455364
Kurtosis-0.4960374028
Mean197.3508261
Median Absolute Deviation (MAD)94.63634217
Skewness0.4868657623
Sum44403.93588
Variance12802.97122
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 36. 75.77777778 325.33333335 441.25 555. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
36 4 1.8%
 
280 3 1.3%
 
230 3 1.3%
 
95 3 1.3%
 
300 3 1.3%
 
40 3 1.3%
 
182.5 3 1.3%
 
177.5 3 1.3%
 
71 3 1.3%
 
304 3 1.3%
 
Other values (164) 194 86.2%
 
ValueCountFrequency (%) 
36 4 1.8%
 
37.4 1 0.4%
 
38.94736842 1 0.4%
 
40 3 1.3%
 
43 2 0.9%
 
ValueCountFrequency (%) 
555 1 0.4%
 
492 1 0.4%
 
457.5 1 0.4%
 
450 1 0.4%
 
432.5 1 0.4%
 

d1_platelets_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count157
Unique (%)69.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean188.7288888888889
Minimum34.0
Maximum567.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum34
5-th percentile73.6
Q1128
median171
Q3222
95-th percentile374
Maximum567
Range533
Interquartile range (IQR)94

Descriptive statistics

Standard deviation92.01228718
Coefficient of variation (CV)0.4875368457
Kurtosis1.904670056
Mean188.7288889
Median Absolute Deviation (MAD)68.55632593
Skewness1.207595689
Sum42464
Variance8466.260992
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 34. 80.5 224.5 381. 567. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
146 6 2.7%
 
165 4 1.8%
 
157 3 1.3%
 
218 3 1.3%
 
115 3 1.3%
 
155 3 1.3%
 
188 3 1.3%
 
185 3 1.3%
 
128 3 1.3%
 
176 3 1.3%
 
Other values (147) 191 84.9%
 
ValueCountFrequency (%) 
34 1 0.4%
 
38 1 0.4%
 
39 1 0.4%
 
40 1 0.4%
 
45 2 0.9%
 
ValueCountFrequency (%) 
567 1 0.4%
 
501 1 0.4%
 
495 1 0.4%
 
475 1 0.4%
 
432 1 0.4%
 

d1_platelets_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count151
Unique (%)67.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean145.05333333333334
Minimum18.55
Maximum557.45
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum18.55
5-th percentile35.2
Q189
median129
Q3188
95-th percentile289
Maximum557.45
Range538.9
Interquartile range (IQR)99

Descriptive statistics

Standard deviation83.99404648
Coefficient of variation (CV)0.5790562998
Kurtosis3.626570097
Mean145.0533333
Median Absolute Deviation (MAD)62.67291852
Skewness1.41867134
Sum32637
Variance7054.999844
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 18.55 207.5 302. 557.45], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
118 6 2.7%
 
60 4 1.8%
 
93 4 1.8%
 
128 4 1.8%
 
89 3 1.3%
 
132 3 1.3%
 
127 3 1.3%
 
113 3 1.3%
 
165 3 1.3%
 
104 3 1.3%
 
Other values (141) 189 84.0%
 
ValueCountFrequency (%) 
18.55 1 0.4%
 
23 1 0.4%
 
25 2 0.9%
 
26 1 0.4%
 
32 2 0.9%
 
ValueCountFrequency (%) 
557.45 1 0.4%
 
495 1 0.4%
 
448 1 0.4%
 
388 1 0.4%
 
379 1 0.4%
 

d1_resprate_max
Real number (ℝ≥0)

Distinct count40
Unique (%)17.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.182222222222222
Minimum14.0
Maximum92.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum14
5-th percentile18
Q123
median28
Q333
95-th percentile53.2
Maximum92
Range78
Interquartile range (IQR)10

Descriptive statistics

Standard deviation12.45411738
Coefficient of variation (CV)0.4126308953
Kurtosis9.275856993
Mean30.18222222
Median Absolute Deviation (MAD)7.834074074
Skewness2.684706545
Sum6791
Variance155.1050397
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[14. 21.5 32.5 38.5 49.5 92. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
30 16 7.1%
 
23 16 7.1%
 
25 15 6.7%
 
22 15 6.7%
 
28 15 6.7%
 
26 12 5.3%
 
20 11 4.9%
 
24 11 4.9%
 
27 10 4.4%
 
35 9 4.0%
 
Other values (30) 95 42.2%
 
ValueCountFrequency (%) 
14 4 1.8%
 
16 1 0.4%
 
17 3 1.3%
 
18 7 3.1%
 
20 11 4.9%
 
ValueCountFrequency (%) 
92 3 1.3%
 
83 1 0.4%
 
72 1 0.4%
 
69 1 0.4%
 
64 3 1.3%
 

d1_resprate_min
Real number (ℝ≥0)

ZEROS
Distinct count22
Unique (%)9.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.315555555555555
Minimum0.0
Maximum24.0
Zeros31
Zeros (%)13.8%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q18
median12
Q314
95-th percentile18.8
Maximum24
Range24
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.496994128
Coefficient of variation (CV)0.5328839633
Kurtosis-0.2166927853
Mean10.31555556
Median Absolute Deviation (MAD)4.275358025
Skewness-0.4595287159
Sum2321
Variance30.21694444
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 3. 7.5 11.5 12.5 16.5 24. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
12 36 16.0%
 
0 31 13.8%
 
14 21 9.3%
 
11 17 7.6%
 
10 16 7.1%
 
13 15 6.7%
 
9 14 6.2%
 
8 12 5.3%
 
16 10 4.4%
 
15 9 4.0%
 
Other values (12) 44 19.6%
 
ValueCountFrequency (%) 
0 31 13.8%
 
1 1 0.4%
 
2 1 0.4%
 
4 4 1.8%
 
5 4 1.8%
 
ValueCountFrequency (%) 
24 1 0.4%
 
22 2 0.9%
 
20 5 2.2%
 
19 4 1.8%
 
18 5 2.2%
 

d1_sodium_max
Real number (ℝ≥0)

Distinct count30
Unique (%)13.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean142.43555555555557
Minimum123.0
Maximum158.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum123
5-th percentile134.2
Q1139
median142
Q3145
95-th percentile153
Maximum158
Range35
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.566688052
Coefficient of variation (CV)0.03908215214
Kurtosis1.213182894
Mean142.4355556
Median Absolute Deviation (MAD)4.133412346
Skewness0.3836214144
Sum32048
Variance30.98801587
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[123. 133.5 137.5 145.5 150.5 158. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
142 23 10.2%
 
140 21 9.3%
 
143 20 8.9%
 
139 19 8.4%
 
145 17 7.6%
 
141 16 7.1%
 
144 16 7.1%
 
138 12 5.3%
 
137 9 4.0%
 
150 8 3.6%
 
Other values (20) 64 28.4%
 
ValueCountFrequency (%) 
123 1 0.4%
 
126 1 0.4%
 
131 2 0.9%
 
132 2 0.9%
 
133 1 0.4%
 
ValueCountFrequency (%) 
158 4 1.8%
 
157 2 0.9%
 
156 1 0.4%
 
155 2 0.9%
 
154 2 0.9%
 

d1_sodium_min
Real number (ℝ≥0)

Distinct count28
Unique (%)12.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean138.60533333333333
Minimum117.0
Maximum153.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum117
5-th percentile131
Q1136
median139
Q3141
95-th percentile146
Maximum153
Range36
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.780164373
Coefficient of variation (CV)0.03448759335
Kurtosis2.159192628
Mean138.6053333
Median Absolute Deviation (MAD)3.569754074
Skewness-0.3359053217
Sum31186.2
Variance22.84997143
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[117. 129.5 133.5 144.5 153. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
138 28 12.4%
 
140 24 10.7%
 
137 20 8.9%
 
139 19 8.4%
 
135 16 7.1%
 
141 14 6.2%
 
144 13 5.8%
 
142 13 5.8%
 
143 12 5.3%
 
136 11 4.9%
 
Other values (18) 55 24.4%
 
ValueCountFrequency (%) 
117 1 0.4%
 
122 1 0.4%
 
127 1 0.4%
 
128 1 0.4%
 
129 1 0.4%
 
ValueCountFrequency (%) 
153 1 0.4%
 
152 1 0.4%
 
151 2 0.9%
 
148 3 1.3%
 
147 2 0.9%
 

d1_spo2_max
Real number (ℝ≥0)

Distinct count5
Unique (%)2.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean99.8488888888889
Minimum95.0
Maximum100.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum95
5-th percentile99
Q1100
median100
Q3100
95-th percentile100
Maximum100
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.657586979
Coefficient of variation (CV)0.006585821698
Kurtosis35.5638385
Mean99.84888889
Median Absolute Deviation (MAD)0.2780444444
Skewness-5.723389593
Sum22466
Variance0.4324206349
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 95. 98.5 99.5 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
100 207 92.0%
 
99 12 5.3%
 
96 2 0.9%
 
95 2 0.9%
 
98 2 0.9%
 
ValueCountFrequency (%) 
95 2 0.9%
 
96 2 0.9%
 
98 2 0.9%
 
99 12 5.3%
 
100 207 92.0%
 
ValueCountFrequency (%) 
100 207 92.0%
 
99 12 5.3%
 
98 2 0.9%
 
96 2 0.9%
 
95 2 0.9%
 

d1_spo2_min
Real number (ℝ≥0)

Distinct count43
Unique (%)19.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean87.70666666666666
Minimum0.0
Maximum100.0
Zeros1
Zeros (%)0.4%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile66.2
Q187
median92
Q395
95-th percentile98.8
Maximum100
Range100
Interquartile range (IQR)8

Descriptive statistics

Standard deviation14.19894362
Coefficient of variation (CV)0.1618912696
Kurtosis11.95529463
Mean87.70666667
Median Absolute Deviation (MAD)8.773214815
Skewness-3.155460517
Sum19734
Variance201.61
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 65. 76.5 89.5 96.5 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
92 23 10.2%
 
93 20 8.9%
 
95 18 8.0%
 
91 18 8.0%
 
96 15 6.7%
 
94 13 5.8%
 
90 13 5.8%
 
97 11 4.9%
 
98 10 4.4%
 
88 8 3.6%
 
Other values (33) 76 33.8%
 
ValueCountFrequency (%) 
0 1 0.4%
 
21 1 0.4%
 
28 1 0.4%
 
33 1 0.4%
 
37 2 0.9%
 
ValueCountFrequency (%) 
100 5 2.2%
 
99 7 3.1%
 
98 10 4.4%
 
97 11 4.9%
 
96 15 6.7%
 

d1_sysbp_invasive_max
Real number (ℝ≥0)

Distinct count95
Unique (%)42.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean157.4088888888889
Minimum71.0
Maximum295.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum71
5-th percentile115.2
Q1132
median152
Q3172
95-th percentile208
Maximum295
Range224
Interquartile range (IQR)40

Descriptive statistics

Standard deviation35.65349
Coefficient of variation (CV)0.2265023929
Kurtosis3.499020372
Mean157.4088889
Median Absolute Deviation (MAD)25.9993679
Skewness1.435020886
Sum35417
Variance1271.171349
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 71. 111.5 172.5 208.5 295. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
132 7 3.1%
 
150 6 2.7%
 
172 6 2.7%
 
138 5 2.2%
 
143 5 2.2%
 
154 5 2.2%
 
123 5 2.2%
 
136 4 1.8%
 
125 4 1.8%
 
128 4 1.8%
 
Other values (85) 174 77.3%
 
ValueCountFrequency (%) 
71 1 0.4%
 
94 1 0.4%
 
99 1 0.4%
 
100 1 0.4%
 
106 1 0.4%
 
ValueCountFrequency (%) 
295 3 1.3%
 
284 1 0.4%
 
282 1 0.4%
 
273 1 0.4%
 
270 1 0.4%
 

d1_sysbp_invasive_min
Real number (ℝ≥0)

Distinct count75
Unique (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean84.71555555555555
Minimum10.0
Maximum140.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum10
5-th percentile53
Q173
median86
Q394
95-th percentile120.6
Maximum140
Range130
Interquartile range (IQR)21

Descriptive statistics

Standard deviation20.15229909
Coefficient of variation (CV)0.237881921
Kurtosis1.427071674
Mean84.71555556
Median Absolute Deviation (MAD)14.97896296
Skewness-0.04049151699
Sum19061
Variance406.1151587
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 10. 41. 60.5 88.5 96.5 108.5 140. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
91 11 4.9%
 
94 10 4.4%
 
96 9 4.0%
 
90 8 3.6%
 
78 8 3.6%
 
86 7 3.1%
 
92 6 2.7%
 
85 6 2.7%
 
68 6 2.7%
 
89 6 2.7%
 
Other values (65) 148 65.8%
 
ValueCountFrequency (%) 
10 1 0.4%
 
15 1 0.4%
 
40 1 0.4%
 
42 1 0.4%
 
43 2 0.9%
 
ValueCountFrequency (%) 
140 1 0.4%
 
139 1 0.4%
 
137 1 0.4%
 
136 1 0.4%
 
134 1 0.4%
 

d1_sysbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count86
Unique (%)38.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean141.08444444444444
Minimum90.0
Maximum208.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum90
5-th percentile104
Q1123
median139
Q3158
95-th percentile188.8
Maximum208
Range118
Interquartile range (IQR)35

Descriptive statistics

Standard deviation25.01244294
Coefficient of variation (CV)0.1772870357
Kurtosis-0.2383984615
Mean141.0844444
Median Absolute Deviation (MAD)20.0722963
Skewness0.3509758056
Sum31744
Variance625.6223016
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 90. 110.5 169.5 208. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
122 8 3.6%
 
145 7 3.1%
 
138 6 2.7%
 
124 6 2.7%
 
112 6 2.7%
 
123 6 2.7%
 
144 6 2.7%
 
142 5 2.2%
 
137 5 2.2%
 
121 5 2.2%
 
Other values (76) 165 73.3%
 
ValueCountFrequency (%) 
90 4 1.8%
 
92 1 0.4%
 
94 1 0.4%
 
101 2 0.9%
 
102 2 0.9%
 
ValueCountFrequency (%) 
208 1 0.4%
 
203 1 0.4%
 
200 1 0.4%
 
199 1 0.4%
 
197 1 0.4%
 

d1_sysbp_noninvasive_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count88
Unique (%)39.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean141.22222222222223
Minimum90.0
Maximum215.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum90
5-th percentile104
Q1122
median140
Q3158
95-th percentile188.8
Maximum215
Range125
Interquartile range (IQR)36

Descriptive statistics

Standard deviation25.30465168
Coefficient of variation (CV)0.1791832141
Kurtosis-0.1613872174
Mean141.2222222
Median Absolute Deviation (MAD)20.31506173
Skewness0.3775876016
Sum31775
Variance640.3253968
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 90. 110.5 169.5 215. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
122 8 3.6%
 
145 7 3.1%
 
123 6 2.7%
 
144 6 2.7%
 
124 6 2.7%
 
121 5 2.2%
 
138 5 2.2%
 
112 5 2.2%
 
142 5 2.2%
 
137 5 2.2%
 
Other values (78) 167 74.2%
 
ValueCountFrequency (%) 
90 4 1.8%
 
92 1 0.4%
 
94 1 0.4%
 
101 2 0.9%
 
102 2 0.9%
 
ValueCountFrequency (%) 
215 1 0.4%
 
208 1 0.4%
 
203 1 0.4%
 
199 1 0.4%
 
197 1 0.4%
 

d1_temp_max
Real number (ℝ≥0)

Distinct count42
Unique (%)18.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.679238301244446
Minimum35.1
Maximum39.9
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum35.1
5-th percentile36.6
Q137.2
median37.7
Q338.2
95-th percentile39.06
Maximum39.9
Range4.8
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.8048226735
Coefficient of variation (CV)0.02135984457
Kurtosis1.346831007
Mean37.6792383
Median Absolute Deviation (MAD)0.6098826405
Skewness-0.11028308
Sum8477.828618
Variance0.6477395358
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[35.1 36.55 36.9737 38.3165 38.85 39.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
37.8 16 7.1%
 
37.4 13 5.8%
 
37.7 12 5.3%
 
37.3 12 5.3%
 
37.5 11 4.9%
 
38 10 4.4%
 
38.1 10 4.4%
 
37.2 10 4.4%
 
37.1 10 4.4%
 
38.2 10 4.4%
 
Other values (32) 111 49.3%
 
ValueCountFrequency (%) 
35.1 4 1.8%
 
35.9 2 0.9%
 
36.2 2 0.9%
 
36.4 1 0.4%
 
36.5 1 0.4%
 
ValueCountFrequency (%) 
39.9 3 1.3%
 
39.6 1 0.4%
 
39.5 2 0.9%
 
39.4476 1 0.4%
 
39.4 1 0.4%
 

d1_temp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count57
Unique (%)25.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.575902577777775
Minimum31.889
Maximum37.8
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum31.889
5-th percentile32.22
Q135.2
median35.9
Q336.5
95-th percentile37.148
Maximum37.8
Range5.911
Interquartile range (IQR)1.3

Descriptive statistics

Standard deviation1.427518295
Coefficient of variation (CV)0.04012598955
Kurtosis0.6770141992
Mean35.57590258
Median Absolute Deviation (MAD)1.083272715
Skewness-1.224650411
Sum8004.57808
Variance2.037808482
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[31.889 31.9445 34.65 35.79032 35.95 37.05 37.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
35.9 19 8.4%
 
35.8 13 5.8%
 
36.5 12 5.3%
 
36.4 11 4.9%
 
36.3 11 4.9%
 
36 10 4.4%
 
36.8 10 4.4%
 
36.6 8 3.6%
 
36.2 7 3.1%
 
31.889 7 3.1%
 
Other values (47) 117 52.0%
 
ValueCountFrequency (%) 
31.889 7 3.1%
 
32 2 0.9%
 
32.1 1 0.4%
 
32.2 2 0.9%
 
32.3 1 0.4%
 
ValueCountFrequency (%) 
37.8 2 0.9%
 
37.5 2 0.9%
 
37.44744 1 0.4%
 
37.4 2 0.9%
 
37.3 1 0.4%
 

d1_wbc_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count173
Unique (%)76.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.811244444444448
Minimum1.2
Maximum46.08
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum1.2
5-th percentile6.1
Q111
median15.2
Q321.2
95-th percentile31.26
Maximum46.08
Range44.88
Interquartile range (IQR)10.2

Descriptive statistics

Standard deviation8.116109491
Coefficient of variation (CV)0.4827786258
Kurtosis1.161879755
Mean16.81124444
Median Absolute Deviation (MAD)6.42230479
Skewness0.9177593326
Sum3782.53
Variance65.87123327
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1.2 7.75 21.25 32.8 46.08], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
12.7 4 1.8%
 
10 3 1.3%
 
11.1 3 1.3%
 
14.6 3 1.3%
 
11.7 3 1.3%
 
8.7 3 1.3%
 
9.1 3 1.3%
 
16.8 3 1.3%
 
16.1 3 1.3%
 
17 3 1.3%
 
Other values (163) 194 86.2%
 
ValueCountFrequency (%) 
1.2 1 0.4%
 
2 1 0.4%
 
2.5 1 0.4%
 
3.93 1 0.4%
 
4.5 1 0.4%
 
ValueCountFrequency (%) 
46.08 2 0.9%
 
44.9 1 0.4%
 
38.8 1 0.4%
 
38.5 1 0.4%
 
36.1 1 0.4%
 

d1_wbc_min
Real number (ℝ≥0)

Distinct count163
Unique (%)72.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.545422222222223
Minimum0.9
Maximum40.8
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile3.04
Q16.8
median10.5
Q315.2
95-th percentile22.9
Maximum40.8
Range39.9
Interquartile range (IQR)8.4

Descriptive statistics

Standard deviation6.541386848
Coefficient of variation (CV)0.5665783998
Kurtosis1.80004907
Mean11.54542222
Median Absolute Deviation (MAD)5.116487901
Skewness1.041802003
Sum2597.72
Variance42.7897419
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.9 5.05 11.17 18.875 26.65 40.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5.7 5 2.2%
 
6.7 5 2.2%
 
5.2 4 1.8%
 
8.3 4 1.8%
 
9.7 3 1.3%
 
0.9 3 1.3%
 
12.1 3 1.3%
 
7.9 3 1.3%
 
6.5 3 1.3%
 
9.1 3 1.3%
 
Other values (153) 189 84.0%
 
ValueCountFrequency (%) 
0.9 3 1.3%
 
1.28 1 0.4%
 
1.4 1 0.4%
 
1.46 1 0.4%
 
1.6 1 0.4%
 
ValueCountFrequency (%) 
40.8 1 0.4%
 
33.4 1 0.4%
 
33.2 1 0.4%
 
30.1 1 0.4%
 
27.2 1 0.4%
 

df_index
Real number (ℝ≥0)

UNIQUE
HIGH CORRELATION
Distinct count225
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean62338.822222222225
Minimum669
Maximum130105
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum669
5-th percentile6034
Q125906
median58486
Q395061
95-th percentile125255.2
Maximum130105
Range129436
Interquartile range (IQR)69155

Descriptive statistics

Standard deviation40127.68219
Coefficient of variation (CV)0.6437029248
Kurtosis-1.252458889
Mean62338.82222
Median Absolute Deviation (MAD)34853.20533
Skewness0.1857426199
Sum14026235
Variance1610230878
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 669. 56352.5 60820.5 77682.5 80546.5 123318. 126858. 130105. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
111102 1 0.4%
 
27392 1 0.4%
 
96971 1 0.4%
 
33994 1 0.4%
 
56521 1 0.4%
 
94400 1 0.4%
 
114878 1 0.4%
 
9917 1 0.4%
 
8374 1 0.4%
 
29359 1 0.4%
 
Other values (215) 215 95.6%
 
ValueCountFrequency (%) 
669 1 0.4%
 
970 1 0.4%
 
2015 1 0.4%
 
2806 1 0.4%
 
3659 1 0.4%
 
ValueCountFrequency (%) 
130105 1 0.4%
 
128769 1 0.4%
 
126859 1 0.4%
 
126857 1 0.4%
 
126847 1 0.4%
 
Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
172
1
53
ValueCountFrequency (%) 
0 172 76.4%
 
1 53 23.6%
 

encounter_id
Real number (ℝ≥0)

UNIQUE
Distinct count225
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean214661.1288888889
Minimum147136
Maximum278971
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum147136
5-th percentile154634.6
Q1177341
median218156
Q3249131
95-th percentile273848.8
Maximum278971
Range131835
Interquartile range (IQR)71790

Descriptive statistics

Standard deviation39934.38283
Coefficient of variation (CV)0.1860345328
Kurtosis-1.303143054
Mean214661.1289
Median Absolute Deviation (MAD)34928.98366
Skewness-0.06671722931
Sum48298754
Variance1594754932
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[147136. 278971.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
236541 1 0.4%
 
233727 1 0.4%
 
273087 1 0.4%
 
222398 1 0.4%
 
177341 1 0.4%
 
167612 1 0.4%
 
228860 1 0.4%
 
252586 1 0.4%
 
219828 1 0.4%
 
161971 1 0.4%
 
Other values (215) 215 95.6%
 
ValueCountFrequency (%) 
147136 1 0.4%
 
147226 1 0.4%
 
147430 1 0.4%
 
147670 1 0.4%
 
148438 1 0.4%
 
ValueCountFrequency (%) 
278971 1 0.4%
 
278906 1 0.4%
 
278577 1 0.4%
 
278295 1 0.4%
 
277774 1 0.4%
 

ethnicity
Categorical

Distinct count6
Unique (%)2.7%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
Caucasian
190
African American
 
16
Other/Unknown
 
9
Hispanic
 
5
Asian
 
3
ValueCountFrequency (%) 
Caucasian 190 84.4%
 
African American 16 7.1%
 
Other/Unknown 9 4.0%
 
Hispanic 5 2.2%
 
Asian 3 1.3%
 
Native American 2 0.9%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length16
Mean length9.635555556
Min length5
Scatter

gcs_motor_apache
Real number (ℝ≥0)

Distinct count6
Unique (%)2.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.271111111111111
Minimum1.0
Maximum6.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
median6
Q36
95-th percentile6
Maximum6
Range5
Interquartile range (IQR)5

Descriptive statistics

Standard deviation2.151061015
Coefficient of variation (CV)0.5036303106
Kurtosis-1.270954657
Mean4.271111111
Median Absolute Deviation (MAD)1.917985185
Skewness-0.7360685575
Sum961
Variance4.627063492
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 3.5 5.5 6. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 113 50.2%
 
1 63 28.0%
 
5 28 12.4%
 
4 18 8.0%
 
3 2 0.9%
 
2 1 0.4%
 
ValueCountFrequency (%) 
1 63 28.0%
 
2 1 0.4%
 
3 2 0.9%
 
4 18 8.0%
 
5 28 12.4%
 
ValueCountFrequency (%) 
6 113 50.2%
 
5 28 12.4%
 
4 18 8.0%
 
3 2 0.9%
 
2 1 0.4%
 

gcs_unable_apache
Boolean

CONST
Distinct count1
Unique (%)0.4%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
225
ValueCountFrequency (%) 
0 225 100.0%
 

gender
Categorical

Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
M
138
F
87
ValueCountFrequency (%) 
M 138 61.3%
 
F 87 38.7%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length1
Mean length1
Min length1
Scatter

h1_arterial_pco2_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count109
Unique (%)48.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean42.85335555555555
Minimum15.0
Maximum111.505
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum15
5-th percentile27.52
Q136.4
median41
Q347
95-th percentile61.02
Maximum111.505
Range96.505
Interquartile range (IQR)10.6

Descriptive statistics

Standard deviation11.38697299
Coefficient of variation (CV)0.2657195183
Kurtosis6.884375997
Mean42.85335556
Median Absolute Deviation (MAD)7.970574025
Skewness1.719367845
Sum9642.005
Variance129.663154
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 15. 26.75 34.9 37.95 38.05 45.85 46.05 56.95 77.85 111.505], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
40 11 4.9%
 
38 9 4.0%
 
41 9 4.0%
 
46 9 4.0%
 
36 8 3.6%
 
42 7 3.1%
 
39 7 3.1%
 
35 6 2.7%
 
44 5 2.2%
 
43 5 2.2%
 
Other values (99) 149 66.2%
 
ValueCountFrequency (%) 
15 1 0.4%
 
21 1 0.4%
 
21.9 1 0.4%
 
23 1 0.4%
 
24 1 0.4%
 
ValueCountFrequency (%) 
111.505 1 0.4%
 
87 1 0.4%
 
78 1 0.4%
 
77.7 1 0.4%
 
77 1 0.4%
 

h1_arterial_pco2_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count108
Unique (%)48.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean41.16620888888888
Minimum14.997
Maximum107.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum14.997
5-th percentile27.52
Q135
median40
Q346
95-th percentile56.72
Maximum107
Range92.003
Interquartile range (IQR)11

Descriptive statistics

Standard deviation10.62756698
Coefficient of variation (CV)0.2581623925
Kurtosis8.034288647
Mean41.16620889
Median Absolute Deviation (MAD)7.360666588
Skewness1.826420605
Sum9262.397
Variance112.9451799
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 14.997 27.05 35.95 36.05 46.05 58. 107. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
41 11 4.9%
 
40 10 4.4%
 
36 9 4.0%
 
35 8 3.6%
 
39 7 3.1%
 
42 7 3.1%
 
38 7 3.1%
 
32 6 2.7%
 
33 6 2.7%
 
46 5 2.2%
 
Other values (98) 149 66.2%
 
ValueCountFrequency (%) 
14.997 1 0.4%
 
21 2 0.9%
 
21.9 1 0.4%
 
23 1 0.4%
 
24 1 0.4%
 
ValueCountFrequency (%) 
107 1 0.4%
 
87 1 0.4%
 
78 1 0.4%
 
77.7 1 0.4%
 
67 1 0.4%
 

h1_arterial_ph_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count104
Unique (%)46.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.311404444444444
Minimum6.93
Maximum7.53
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum6.93
5-th percentile7.044
Q17.26
median7.33
Q37.397
95-th percentile7.4682
Maximum7.53
Range0.6
Interquartile range (IQR)0.137

Descriptive statistics

Standard deviation0.1200533772
Coefficient of variation (CV)0.01642001589
Kurtosis0.5602463641
Mean7.311404444
Median Absolute Deviation (MAD)0.09264564938
Skewness-0.9089622163
Sum1645.066
Variance0.01441281337
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[6.93 7.205 7.2675 7.4415 7.53 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7.28 11 4.9%
 
7.41 10 4.4%
 
7.39 9 4.0%
 
7.37 9 4.0%
 
7.36 8 3.6%
 
7.31 8 3.6%
 
7.24 8 3.6%
 
7.43 7 3.1%
 
7.32 6 2.7%
 
7.4 6 2.7%
 
Other values (94) 143 63.6%
 
ValueCountFrequency (%) 
6.93 1 0.4%
 
6.98 1 0.4%
 
6.982 1 0.4%
 
6.99 1 0.4%
 
7 1 0.4%
 
ValueCountFrequency (%) 
7.53 1 0.4%
 
7.524 1 0.4%
 
7.52 1 0.4%
 
7.497 1 0.4%
 
7.49 1 0.4%
 

h1_arterial_ph_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count103
Unique (%)45.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.298106666666667
Minimum6.9
Maximum7.53
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum6.9
5-th percentile7.04
Q17.24
median7.32
Q37.39
95-th percentile7.45
Maximum7.53
Range0.63
Interquartile range (IQR)0.15

Descriptive statistics

Standard deviation0.12537418
Coefficient of variation (CV)0.01717900076
Kurtosis0.8537708731
Mean7.298106667
Median Absolute Deviation (MAD)0.0962688
Skewness-0.9780022281
Sum1642.074
Variance0.015718685
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[6.9 7.2385 7.4405 7.53 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7.41 11 4.9%
 
7.24 10 4.4%
 
7.28 9 4.0%
 
7.34 7 3.1%
 
7.39 7 3.1%
 
7.43 7 3.1%
 
7.36 7 3.1%
 
7.32 7 3.1%
 
7.31 6 2.7%
 
7.21 5 2.2%
 
Other values (93) 149 66.2%
 
ValueCountFrequency (%) 
6.9 3 1.3%
 
6.949 1 0.4%
 
6.965 1 0.4%
 
6.99 2 0.9%
 
7 1 0.4%
 
ValueCountFrequency (%) 
7.53 1 0.4%
 
7.524 1 0.4%
 
7.52 1 0.4%
 
7.497 1 0.4%
 
7.49 1 0.4%
 

h1_arterial_po2_max
Real number (ℝ≥0)

Distinct count169
Unique (%)75.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean179.3858
Minimum36.0
Maximum534.905
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum36
5-th percentile61.2
Q193.6
median150
Q3237
95-th percentile402.8
Maximum534.905
Range498.905
Interquartile range (IQR)143.4

Descriptive statistics

Standard deviation109.9379782
Coefficient of variation (CV)0.6128577527
Kurtosis0.5867672926
Mean179.3858
Median Absolute Deviation (MAD)86.45623289
Skewness1.108449773
Sum40361.805
Variance12086.35906
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 36. 60.4 194. 407. 534.905], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
73 4 1.8%
 
140 4 1.8%
 
84 4 1.8%
 
150 4 1.8%
 
76 4 1.8%
 
92 4 1.8%
 
112 3 1.3%
 
75 3 1.3%
 
119 3 1.3%
 
171 3 1.3%
 
Other values (159) 189 84.0%
 
ValueCountFrequency (%) 
36 1 0.4%
 
37.4 1 0.4%
 
43 2 0.9%
 
44 1 0.4%
 
51 1 0.4%
 
ValueCountFrequency (%) 
534.905 1 0.4%
 
501 1 0.4%
 
498 1 0.4%
 
487 1 0.4%
 
467 1 0.4%
 

h1_arterial_po2_min
Real number (ℝ≥0)

Distinct count163
Unique (%)72.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean158.5138
Minimum34.3
Maximum514.905
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum34.3
5-th percentile54.14
Q184
median135.7
Q3203
95-th percentile379.2
Maximum514.905
Range480.605
Interquartile range (IQR)119

Descriptive statistics

Standard deviation95.62574956
Coefficient of variation (CV)0.6032645079
Kurtosis1.356848444
Mean158.5138
Median Absolute Deviation (MAD)73.97999289
Skewness1.285550986
Sum35665.605
Variance9144.283978
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 34.3 65. 121. 229. 338.5 514.905], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
84 5 2.2%
 
73 4 1.8%
 
140 4 1.8%
 
76 4 1.8%
 
92 4 1.8%
 
75 3 1.3%
 
119 3 1.3%
 
150 3 1.3%
 
112 3 1.3%
 
217 3 1.3%
 
Other values (153) 189 84.0%
 
ValueCountFrequency (%) 
34.3 1 0.4%
 
36 1 0.4%
 
37.4 1 0.4%
 
40 1 0.4%
 
42 1 0.4%
 
ValueCountFrequency (%) 
514.905 1 0.4%
 
450 1 0.4%
 
445 1 0.4%
 
436 1 0.4%
 
426 1 0.4%
 

h1_bilirubin_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count49
Unique (%)21.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.544311111111111
Minimum0.2
Maximum25.4
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.3
Q10.5
median0.9
Q31.4
95-th percentile4.58
Maximum25.4
Range25.2
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation2.463797082
Coefficient of variation (CV)1.595402031
Kurtosis46.36676292
Mean1.544311111
Median Absolute Deviation (MAD)1.217423407
Skewness5.918307786
Sum347.47
Variance6.070296063
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.2 0.805 1.405 3.4 7.1 25.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.4 23 10.2%
 
0.7 20 8.9%
 
0.5 20 8.9%
 
0.3 16 7.1%
 
0.8 16 7.1%
 
1.1 15 6.7%
 
0.9 12 5.3%
 
1.2 10 4.4%
 
1.4 8 3.6%
 
0.6 8 3.6%
 
Other values (39) 77 34.2%
 
ValueCountFrequency (%) 
0.2 5 2.2%
 
0.3 16 7.1%
 
0.33 1 0.4%
 
0.4 23 10.2%
 
0.5 20 8.9%
 
ValueCountFrequency (%) 
25.4 1 0.4%
 
16.7 1 0.4%
 
10.5 1 0.4%
 
10.03 1 0.4%
 
10 1 0.4%
 

h1_bilirubin_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count49
Unique (%)21.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.5394222222222222
Minimum0.2
Maximum25.4
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.3
Q10.5
median0.9
Q31.4
95-th percentile4.58
Maximum25.4
Range25.2
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation2.464523665
Coefficient of variation (CV)1.600940684
Kurtosis46.35645951
Mean1.539422222
Median Absolute Deviation (MAD)1.216973037
Skewness5.918626856
Sum346.37
Variance6.073876897
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.2 0.805 1.405 3.4 7.1 25.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.4 23 10.2%
 
0.5 21 9.3%
 
0.7 19 8.4%
 
0.3 16 7.1%
 
0.8 15 6.7%
 
1.1 14 6.2%
 
0.9 13 5.8%
 
1.2 9 4.0%
 
0.6 9 4.0%
 
1 8 3.6%
 
Other values (39) 78 34.7%
 
ValueCountFrequency (%) 
0.2 5 2.2%
 
0.3 16 7.1%
 
0.33 1 0.4%
 
0.4 23 10.2%
 
0.5 21 9.3%
 
ValueCountFrequency (%) 
25.4 1 0.4%
 
16.7 1 0.4%
 
10.5 1 0.4%
 
10.03 1 0.4%
 
10 1 0.4%
 

h1_bun_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count62
Unique (%)27.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.029777777777777
Minimum4.0
Maximum89.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile9
Q113
median18
Q328
95-th percentile62
Maximum89
Range85
Interquartile range (IQR)15

Descriptive statistics

Standard deviation17.12596328
Coefficient of variation (CV)0.7126975305
Kurtosis3.143160177
Mean24.02977778
Median Absolute Deviation (MAD)12.43480494
Skewness1.834498744
Sum5406.7
Variance293.2986183
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 4. 8.5 13.85 14.5 21.5 35.5 89. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
14 20 8.9%
 
15 14 6.2%
 
13 13 5.8%
 
11 10 4.4%
 
20 10 4.4%
 
16 9 4.0%
 
12 9 4.0%
 
19 9 4.0%
 
9 8 3.6%
 
21 7 3.1%
 
Other values (52) 116 51.6%
 
ValueCountFrequency (%) 
4 1 0.4%
 
5 2 0.9%
 
6 2 0.9%
 
7 3 1.3%
 
8 2 0.9%
 
ValueCountFrequency (%) 
89 1 0.4%
 
87 1 0.4%
 
82 1 0.4%
 
81 1 0.4%
 
80 1 0.4%
 

h1_bun_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count62
Unique (%)27.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.00311111111111
Minimum4.0
Maximum89.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile9
Q113
median18
Q328
95-th percentile62
Maximum89
Range85
Interquartile range (IQR)15

Descriptive statistics

Standard deviation17.12963803
Coefficient of variation (CV)0.7136424089
Kurtosis3.149718767
Mean24.00311111
Median Absolute Deviation (MAD)12.44250864
Skewness1.837167942
Sum5400.7
Variance293.4244992
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 4. 8.5 13.85 14.5 21.5 35.5 89. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
14 20 8.9%
 
15 14 6.2%
 
13 13 5.8%
 
11 11 4.9%
 
19 9 4.0%
 
16 9 4.0%
 
20 9 4.0%
 
18 8 3.6%
 
12 8 3.6%
 
9 8 3.6%
 
Other values (52) 116 51.6%
 
ValueCountFrequency (%) 
4 1 0.4%
 
5 2 0.9%
 
6 2 0.9%
 
7 3 1.3%
 
8 2 0.9%
 
ValueCountFrequency (%) 
89 1 0.4%
 
87 1 0.4%
 
82 1 0.4%
 
81 1 0.4%
 
80 1 0.4%
 

h1_calcium_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count50
Unique (%)22.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.050666666666666
Minimum5.6
Maximum11.4
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum5.6
5-th percentile6.2
Q17.3
median8
Q38.6
95-th percentile10
Maximum11.4
Range5.8
Interquartile range (IQR)1.3

Descriptive statistics

Standard deviation1.102680176
Coefficient of variation (CV)0.1369675608
Kurtosis0.8845072116
Mean8.050666667
Median Absolute Deviation (MAD)0.8233481481
Skewness0.4826517421
Sum1811.4
Variance1.215903571
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5.6 6.95 8.65 9.25 11.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8.2 14 6.2%
 
7.2 14 6.2%
 
7.9 13 5.8%
 
8.6 12 5.3%
 
8 10 4.4%
 
7.6 10 4.4%
 
8.1 10 4.4%
 
7.5 9 4.0%
 
8.4 9 4.0%
 
7 8 3.6%
 
Other values (40) 116 51.6%
 
ValueCountFrequency (%) 
5.6 4 1.8%
 
5.7 1 0.4%
 
5.9 1 0.4%
 
6 2 0.9%
 
6.1 2 0.9%
 
ValueCountFrequency (%) 
11.4 2 0.9%
 
11.3 1 0.4%
 
11.2 1 0.4%
 
11.1 1 0.4%
 
10.7 1 0.4%
 

h1_calcium_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count50
Unique (%)22.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.989022222222223
Minimum5.3
Maximum11.315
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum5.3
5-th percentile6.2
Q17.3
median8
Q38.6
95-th percentile9.9
Maximum11.315
Range6.015
Interquartile range (IQR)1.3

Descriptive statistics

Standard deviation1.084471018
Coefficient of variation (CV)0.1357451497
Kurtosis1.030145051
Mean7.989022222
Median Absolute Deviation (MAD)0.8098081975
Skewness0.4152138107
Sum1797.53
Variance1.176077388
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5.3 6.95 8.85 9.95 11.3075 11.315 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8.2 14 6.2%
 
7.2 14 6.2%
 
7.9 13 5.8%
 
8 11 4.9%
 
8.6 11 4.9%
 
8.4 10 4.4%
 
7.6 10 4.4%
 
7.5 9 4.0%
 
7 9 4.0%
 
8.1 9 4.0%
 
Other values (40) 115 51.1%
 
ValueCountFrequency (%) 
5.3 2 0.9%
 
5.6 2 0.9%
 
5.7 1 0.4%
 
5.9 1 0.4%
 
6 2 0.9%
 
ValueCountFrequency (%) 
11.315 2 0.9%
 
11.3 1 0.4%
 
11.2 1 0.4%
 
11.1 1 0.4%
 
10.6 1 0.4%
 

h1_creatinine_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count136
Unique (%)60.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4703111111111113
Minimum0.33
Maximum11.49
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.33
5-th percentile0.592
Q10.81
median1.14
Q31.63
95-th percentile3.08
Maximum11.49
Range11.16
Interquartile range (IQR)0.82

Descriptive statistics

Standard deviation1.250722074
Coefficient of variation (CV)0.8506513108
Kurtosis25.54629221
Mean1.470311111
Median Absolute Deviation (MAD)0.7137675062
Skewness4.313272419
Sum330.82
Variance1.564305706
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.33 0.575 1.215 1.805 3.05 11.49 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.7 7 3.1%
 
0.9 6 2.7%
 
1 4 1.8%
 
1.6 4 1.8%
 
1.2 4 1.8%
 
0.8 4 1.8%
 
1.13 4 1.8%
 
0.66 3 1.3%
 
0.77 3 1.3%
 
1.18 3 1.3%
 
Other values (126) 183 81.3%
 
ValueCountFrequency (%) 
0.33 1 0.4%
 
0.4 1 0.4%
 
0.41 1 0.4%
 
0.47 1 0.4%
 
0.5 2 0.9%
 
ValueCountFrequency (%) 
11.49 1 0.4%
 
8.94 1 0.4%
 
6.89 1 0.4%
 
6.22 1 0.4%
 
5.38 1 0.4%
 

h1_creatinine_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count136
Unique (%)60.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.465377777777778
Minimum0.33
Maximum11.49
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.33
5-th percentile0.582
Q10.81
median1.14
Q31.6
95-th percentile3.08
Maximum11.49
Range11.16
Interquartile range (IQR)0.79

Descriptive statistics

Standard deviation1.251215111
Coefficient of variation (CV)0.8538515664
Kurtosis25.56823912
Mean1.465377778
Median Absolute Deviation (MAD)0.7127972346
Skewness4.31731982
Sum329.71
Variance1.565539254
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.33 0.57 1.36 2.075 3.05 11.49 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.7 7 3.1%
 
0.9 6 2.7%
 
0.8 5 2.2%
 
1.13 5 2.2%
 
1 4 1.8%
 
1.3 4 1.8%
 
1.2 4 1.8%
 
0.73 3 1.3%
 
1.6 3 1.3%
 
1.15 3 1.3%
 
Other values (126) 181 80.4%
 
ValueCountFrequency (%) 
0.33 1 0.4%
 
0.4 1 0.4%
 
0.41 1 0.4%
 
0.47 1 0.4%
 
0.48 1 0.4%
 
ValueCountFrequency (%) 
11.49 1 0.4%
 
8.94 1 0.4%
 
6.89 1 0.4%
 
6.22 1 0.4%
 
5.38 1 0.4%
 

h1_diasbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count67
Unique (%)29.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean71.38666666666667
Minimum37.0
Maximum143.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum37
5-th percentile44
Q158
median68
Q384
95-th percentile103
Maximum143
Range106
Interquartile range (IQR)26

Descriptive statistics

Standard deviation18.74920951
Coefficient of variation (CV)0.262643017
Kurtosis0.8766927976
Mean71.38666667
Median Absolute Deviation (MAD)14.69511111
Skewness0.8061108827
Sum16062
Variance351.5328571
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 37. 55.5 72.5 109.5 143. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
56 10 4.4%
 
70 10 4.4%
 
57 8 3.6%
 
66 8 3.6%
 
64 8 3.6%
 
69 7 3.1%
 
51 6 2.7%
 
59 6 2.7%
 
63 6 2.7%
 
75 6 2.7%
 
Other values (57) 150 66.7%
 
ValueCountFrequency (%) 
37 2 0.9%
 
38 1 0.4%
 
39 1 0.4%
 
41 2 0.9%
 
42 2 0.9%
 
ValueCountFrequency (%) 
143 1 0.4%
 
137 1 0.4%
 
128 1 0.4%
 
122 1 0.4%
 
110 1 0.4%
 

h1_diasbp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count58
Unique (%)25.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean56.54222222222222
Minimum22.0
Maximum110.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile36.2
Q145
median56
Q366
95-th percentile82
Maximum110
Range88
Interquartile range (IQR)21

Descriptive statistics

Standard deviation15.00652371
Coefficient of variation (CV)0.2654038544
Kurtosis0.1005642295
Mean56.54222222
Median Absolute Deviation (MAD)11.94168889
Skewness0.3404146164
Sum12722
Variance225.195754
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 22. 36.5 66.5 87. 110. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
59 10 4.4%
 
56 10 4.4%
 
45 9 4.0%
 
58 8 3.6%
 
44 8 3.6%
 
62 7 3.1%
 
52 7 3.1%
 
53 6 2.7%
 
39 6 2.7%
 
51 6 2.7%
 
Other values (48) 148 65.8%
 
ValueCountFrequency (%) 
22 4 1.8%
 
26 1 0.4%
 
29 1 0.4%
 
33 2 0.9%
 
34 1 0.4%
 
ValueCountFrequency (%) 
110 1 0.4%
 
95 1 0.4%
 
90 1 0.4%
 
88 1 0.4%
 
86 2 0.9%
 

h1_diasbp_noninvasive_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count67
Unique (%)29.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean71.45777777777778
Minimum37.0
Maximum144.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum37
5-th percentile44
Q158
median68
Q384
95-th percentile103
Maximum144
Range107
Interquartile range (IQR)26

Descriptive statistics

Standard deviation18.90836088
Coefficient of variation (CV)0.2646088567
Kurtosis0.9166840081
Mean71.45777778
Median Absolute Deviation (MAD)14.74081975
Skewness0.7956380477
Sum16078
Variance357.5261111
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 37. 55.5 75.5 108.5 144. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
70 10 4.4%
 
56 9 4.0%
 
64 9 4.0%
 
57 8 3.6%
 
66 8 3.6%
 
59 8 3.6%
 
69 7 3.1%
 
51 6 2.7%
 
75 6 2.7%
 
65 5 2.2%
 
Other values (57) 149 66.2%
 
ValueCountFrequency (%) 
37 2 0.9%
 
38 2 0.9%
 
39 1 0.4%
 
41 2 0.9%
 
42 2 0.9%
 
ValueCountFrequency (%) 
144 1 0.4%
 
137 1 0.4%
 
128 1 0.4%
 
122 1 0.4%
 
118 1 0.4%
 

h1_diasbp_noninvasive_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count59
Unique (%)26.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean56.84
Minimum22.0
Maximum114.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile36.2
Q145
median56
Q366
95-th percentile82
Maximum114
Range92
Interquartile range (IQR)21

Descriptive statistics

Standard deviation15.08461847
Coefficient of variation (CV)0.2653873763
Kurtosis0.2543131677
Mean56.84
Median Absolute Deviation (MAD)11.96231111
Skewness0.3383382207
Sum12789
Variance227.5457143
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 22. 36.5 66.5 87. 114. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
59 12 5.3%
 
56 10 4.4%
 
45 9 4.0%
 
44 8 3.6%
 
58 8 3.6%
 
52 7 3.1%
 
78 6 2.7%
 
53 6 2.7%
 
51 6 2.7%
 
62 6 2.7%
 
Other values (49) 147 65.3%
 
ValueCountFrequency (%) 
22 4 1.8%
 
26 1 0.4%
 
29 1 0.4%
 
33 2 0.9%
 
34 1 0.4%
 
ValueCountFrequency (%) 
114 1 0.4%
 
95 1 0.4%
 
90 1 0.4%
 
88 1 0.4%
 
86 2 0.9%
 

h1_glucose_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count135
Unique (%)60.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean176.1513111111111
Minimum59.0
Maximum695.045
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum59
5-th percentile100.2
Q1128
median158
Q3200
95-th percentile332.6
Maximum695.045
Range636.045
Interquartile range (IQR)72

Descriptive statistics

Standard deviation80.82784728
Coefficient of variation (CV)0.4588546447
Kurtosis11.27358137
Mean176.1513111
Median Absolute Deviation (MAD)54.02531536
Skewness2.668509779
Sum39634.045
Variance6533.140896
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 59. 97. 181.5 254. 397. 695.045], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
122 6 2.7%
 
150 5 2.2%
 
158 5 2.2%
 
123 5 2.2%
 
132 4 1.8%
 
133 4 1.8%
 
134 4 1.8%
 
100 3 1.3%
 
169 3 1.3%
 
171 3 1.3%
 
Other values (125) 183 81.3%
 
ValueCountFrequency (%) 
59 1 0.4%
 
66 1 0.4%
 
70 1 0.4%
 
74 1 0.4%
 
76 1 0.4%
 
ValueCountFrequency (%) 
695.045 1 0.4%
 
618 1 0.4%
 
444 1 0.4%
 
408 1 0.4%
 
386 1 0.4%
 

h1_glucose_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count135
Unique (%)60.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean160.1288888888889
Minimum42.0
Maximum670.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum42
5-th percentile80
Q1118
median141
Q3176
95-th percentile318.4
Maximum670
Range628
Interquartile range (IQR)58

Descriptive statistics

Standard deviation77.47676098
Coefficient of variation (CV)0.4838399961
Kurtosis13.27240905
Mean160.1288889
Median Absolute Deviation (MAD)50.46289383
Skewness2.854851426
Sum36029
Variance6002.648492
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 42. 93. 172.5 250.5 381. 670. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
141 4 1.8%
 
127 4 1.8%
 
128 4 1.8%
 
115 4 1.8%
 
150 4 1.8%
 
133 4 1.8%
 
129 4 1.8%
 
116 4 1.8%
 
130 4 1.8%
 
125 4 1.8%
 
Other values (125) 185 82.2%
 
ValueCountFrequency (%) 
42 1 0.4%
 
57 1 0.4%
 
60 1 0.4%
 
66 3 1.3%
 
69 1 0.4%
 
ValueCountFrequency (%) 
670 1 0.4%
 
618 1 0.4%
 
386 1 0.4%
 
376 1 0.4%
 
359 1 0.4%
 

h1_hco3_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count32
Unique (%)14.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.192
Minimum7.0
Maximum39.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile13
Q118
median22
Q324
95-th percentile28
Maximum39
Range32
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.974060213
Coefficient of variation (CV)0.2347140531
Kurtosis1.447184086
Mean21.192
Median Absolute Deviation (MAD)3.717511111
Skewness-0.103561287
Sum4768.2
Variance24.741275
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 7. 12.5 17.9 26.5 29.3 39. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
22 26 11.6%
 
23 21 9.3%
 
20 18 8.0%
 
18 17 7.6%
 
21 17 7.6%
 
24 17 7.6%
 
19 14 6.2%
 
25 13 5.8%
 
26 13 5.8%
 
17 11 4.9%
 
Other values (22) 58 25.8%
 
ValueCountFrequency (%) 
7 2 0.9%
 
8 2 0.9%
 
9 3 1.3%
 
10 1 0.4%
 
11 1 0.4%
 
ValueCountFrequency (%) 
39 1 0.4%
 
37 2 0.9%
 
32 1 0.4%
 
30 2 0.9%
 
29.6 1 0.4%
 

h1_hco3_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count30
Unique (%)13.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.057777777777776
Minimum7.0
Maximum39.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile12
Q118
median21
Q324
95-th percentile28
Maximum39
Range32
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.018016153
Coefficient of variation (CV)0.2382975168
Kurtosis1.388375403
Mean21.05777778
Median Absolute Deviation (MAD)3.731812346
Skewness-0.113432125
Sum4738
Variance25.18048611
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 7. 16.5 26.5 29.5 39. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
22 24 10.7%
 
23 23 10.2%
 
20 20 8.9%
 
21 19 8.4%
 
18 18 8.0%
 
24 15 6.7%
 
26 13 5.8%
 
19 13 5.8%
 
25 13 5.8%
 
17 10 4.4%
 
Other values (20) 57 25.3%
 
ValueCountFrequency (%) 
7 2 0.9%
 
8 2 0.9%
 
9 3 1.3%
 
10 1 0.4%
 
11 2 0.9%
 
ValueCountFrequency (%) 
39 1 0.4%
 
37 2 0.9%
 
32 1 0.4%
 
30 2 0.9%
 
29 4 1.8%
 

h1_heartrate_max
Real number (ℝ≥0)

Distinct count85
Unique (%)37.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.33777777777777
Minimum46.0
Maximum162.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum46
5-th percentile64
Q180
median94
Q3115
95-th percentile141.8
Maximum162
Range116
Interquartile range (IQR)35

Descriptive statistics

Standard deviation24.07561831
Coefficient of variation (CV)0.2448257308
Kurtosis-0.4150129963
Mean98.33777778
Median Absolute Deviation (MAD)19.83897284
Skewness0.5031734584
Sum22126
Variance579.6353968
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 46. 59.5 117.5 162. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
78 10 4.4%
 
115 8 3.6%
 
92 8 3.6%
 
90 7 3.1%
 
84 7 3.1%
 
71 6 2.7%
 
80 5 2.2%
 
107 5 2.2%
 
88 5 2.2%
 
102 5 2.2%
 
Other values (75) 159 70.7%
 
ValueCountFrequency (%) 
46 1 0.4%
 
59 1 0.4%
 
60 2 0.9%
 
61 3 1.3%
 
62 1 0.4%
 
ValueCountFrequency (%) 
162 1 0.4%
 
161 1 0.4%
 
156 1 0.4%
 
153 1 0.4%
 
152 1 0.4%
 

h1_heartrate_min
Real number (ℝ≥0)

Distinct count80
Unique (%)35.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean86.94222222222223
Minimum36.0
Maximum144.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum36
5-th percentile57.4
Q171
median84
Q3102
95-th percentile125.8
Maximum144
Range108
Interquartile range (IQR)31

Descriptive statistics

Standard deviation21.6128939
Coefficient of variation (CV)0.2485891589
Kurtosis-0.3942785975
Mean86.94222222
Median Absolute Deviation (MAD)17.71512099
Skewness0.440878445
Sum19562
Variance467.1171825
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 36. 55. 99. 130. 144.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
60 8 3.6%
 
75 8 3.6%
 
95 6 2.7%
 
83 6 2.7%
 
107 5 2.2%
 
74 5 2.2%
 
80 5 2.2%
 
70 5 2.2%
 
71 5 2.2%
 
65 5 2.2%
 
Other values (70) 167 74.2%
 
ValueCountFrequency (%) 
36 1 0.4%
 
44 1 0.4%
 
46 1 0.4%
 
52 1 0.4%
 
53 1 0.4%
 
ValueCountFrequency (%) 
144 2 0.9%
 
142 1 0.4%
 
137 1 0.4%
 
134 1 0.4%
 
131 1 0.4%
 

h1_hemaglobin_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count82
Unique (%)36.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.662666666666668
Minimum5.1
Maximum17.4
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum5.1
5-th percentile7.42
Q19.2
median10.6
Q312
95-th percentile14.2
Maximum17.4
Range12.3
Interquartile range (IQR)2.8

Descriptive statistics

Standard deviation2.135234179
Coefficient of variation (CV)0.2002532993
Kurtosis0.3243140989
Mean10.66266667
Median Absolute Deviation (MAD)1.683614815
Skewness0.3153566549
Sum2399.1
Variance4.559225
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5.1 6.95 8.15 11.55 14.25 17.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
11.4 8 3.6%
 
10.8 7 3.1%
 
9.8 7 3.1%
 
9.7 7 3.1%
 
8.2 6 2.7%
 
8.5 6 2.7%
 
10.6 6 2.7%
 
10.9 6 2.7%
 
11.5 6 2.7%
 
9.9 6 2.7%
 
Other values (72) 160 71.1%
 
ValueCountFrequency (%) 
5.1 2 0.9%
 
5.9 1 0.4%
 
6.5 1 0.4%
 
6.9 1 0.4%
 
7 2 0.9%
 
ValueCountFrequency (%) 
17.4 2 0.9%
 
15.9 1 0.4%
 
15.7 1 0.4%
 
15.6 1 0.4%
 
15.5 1 0.4%
 

h1_hemaglobin_min
Real number (ℝ≥0)

Distinct count82
Unique (%)36.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.364
Minimum5.0
Maximum17.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum5
5-th percentile7.02
Q18.9
median10.2
Q311.8
95-th percentile13.98
Maximum17
Range12
Interquartile range (IQR)2.9

Descriptive statistics

Standard deviation2.16874964
Coefficient of variation (CV)0.2092579737
Kurtosis-0.04337999762
Mean10.364
Median Absolute Deviation (MAD)1.737173333
Skewness0.1608407635
Sum2331.9
Variance4.703475
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5. 6.85 8.15 11.55 14.25 17. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
9.7 8 3.6%
 
10.8 7 3.1%
 
9.1 6 2.7%
 
11 6 2.7%
 
9.8 6 2.7%
 
11.4 6 2.7%
 
9.2 5 2.2%
 
8.2 5 2.2%
 
7.6 5 2.2%
 
8.7 5 2.2%
 
Other values (72) 166 73.8%
 
ValueCountFrequency (%) 
5 3 1.3%
 
5.8 1 0.4%
 
5.9 1 0.4%
 
6.2 1 0.4%
 
6.5 1 0.4%
 
ValueCountFrequency (%) 
17 1 0.4%
 
15.9 1 0.4%
 
15.7 1 0.4%
 
15.1 1 0.4%
 
14.9 1 0.4%
 

h1_hematocrit_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count132
Unique (%)58.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31.985777777777773
Minimum16.0
Maximum51.7
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum16
5-th percentile22.76
Q127.9
median32
Q336
95-th percentile42
Maximum51.7
Range35.7
Interquartile range (IQR)8.1

Descriptive statistics

Standard deviation6.318480014
Coefficient of variation (CV)0.1975402961
Kurtosis0.197864179
Mean31.98577778
Median Absolute Deviation (MAD)4.950538272
Skewness0.2627163231
Sum7196.8
Variance39.92318968
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[16. 22.05 28.85 34.1 42.25 51.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
32 8 3.6%
 
29.7 6 2.7%
 
33.1 5 2.2%
 
29 5 2.2%
 
34 5 2.2%
 
33.2 5 2.2%
 
24 4 1.8%
 
32.7 4 1.8%
 
35.8 4 1.8%
 
25 3 1.3%
 
Other values (122) 176 78.2%
 
ValueCountFrequency (%) 
16 2 0.9%
 
18 1 0.4%
 
19.4 1 0.4%
 
20.4 1 0.4%
 
20.9 1 0.4%
 
ValueCountFrequency (%) 
51.7 2 0.9%
 
46.9 1 0.4%
 
46 3 1.3%
 
45.6 1 0.4%
 
44.3 1 0.4%
 

h1_hematocrit_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count132
Unique (%)58.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31.131999999999998
Minimum15.5
Maximum49.3
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum15.5
5-th percentile21.02
Q126.3
median30.7
Q335.7
95-th percentile42
Maximum49.3
Range33.8
Interquartile range (IQR)9.4

Descriptive statistics

Standard deviation6.530590654
Coefficient of variation (CV)0.2097709962
Kurtosis-0.2522819861
Mean31.132
Median Absolute Deviation (MAD)5.237724444
Skewness0.190329685
Sum7004.7
Variance42.64861429
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[15.5 20.95 36.75 42.9 49.3 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
32 6 2.7%
 
29 5 2.2%
 
29.7 5 2.2%
 
25 5 2.2%
 
30 5 2.2%
 
23 5 2.2%
 
33.2 4 1.8%
 
21 4 1.8%
 
27 4 1.8%
 
36 4 1.8%
 
Other values (122) 178 79.1%
 
ValueCountFrequency (%) 
15.5 2 0.9%
 
17.6 1 0.4%
 
18 1 0.4%
 
19 1 0.4%
 
19.4 1 0.4%
 
ValueCountFrequency (%) 
49.3 1 0.4%
 
48.3 1 0.4%
 
46.9 1 0.4%
 
46 1 0.4%
 
45.6 1 0.4%
 

h1_inr_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count56
Unique (%)24.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.77968
Minimum0.9
Maximum7.756
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1.036
Q11.27
median1.41
Q31.8
95-th percentile3.696
Maximum7.756
Range6.856
Interquartile range (IQR)0.53

Descriptive statistics

Standard deviation1.138280158
Coefficient of variation (CV)0.6395982189
Kurtosis13.61344356
Mean1.77968
Median Absolute Deviation (MAD)0.6569443556
Skewness3.485765972
Sum400.428
Variance1.295681719
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.9 1.08 1.145 1.195 1.235 ... 1.585 1.605 2.45 3.9 7.756], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.4 26 11.6%
 
1.1 25 11.1%
 
1.3 20 8.9%
 
1.6 20 8.9%
 
1.5 17 7.6%
 
1.2 17 7.6%
 
1.8 10 4.4%
 
1 7 3.1%
 
1.7 7 3.1%
 
2 5 2.2%
 
Other values (46) 71 31.6%
 
ValueCountFrequency (%) 
0.9 3 1.3%
 
1 7 3.1%
 
1.01 1 0.4%
 
1.03 1 0.4%
 
1.06 1 0.4%
 
ValueCountFrequency (%) 
7.756 3 1.3%
 
7.2 1 0.4%
 
6.7 1 0.4%
 
6.3 1 0.4%
 
5.4 1 0.4%
 

h1_inr_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count52
Unique (%)23.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.440977777777778
Minimum0.9
Maximum5.4
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.1
median1.3
Q31.5
95-th percentile2.48
Maximum5.4
Range4.5
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.5570200724
Coefficient of variation (CV)0.3865570178
Kurtosis15.79777793
Mean1.440977778
Median Absolute Deviation (MAD)0.3320399012
Skewness3.4198198
Sum324.22
Variance0.3102713611
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.9 0.91 0.985 1.005 1.09 ... 1.49 1.505 2.005 3.55 5.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.1 38 16.9%
 
1.3 32 14.2%
 
1.4 24 10.7%
 
1.2 23 10.2%
 
1.5 17 7.6%
 
1 12 5.3%
 
1.6 9 4.0%
 
1.8 7 3.1%
 
2 5 2.2%
 
0.9 5 2.2%
 
Other values (42) 53 23.6%
 
ValueCountFrequency (%) 
0.9 5 2.2%
 
0.92 1 0.4%
 
0.97 1 0.4%
 
1 12 5.3%
 
1.01 1 0.4%
 
ValueCountFrequency (%) 
5.4 1 0.4%
 
4.1 1 0.4%
 
3.6 1 0.4%
 
3.5 2 0.9%
 
3.3 1 0.4%
 

h1_mbp_invasive_max
Real number (ℝ≥0)

Distinct count88
Unique (%)39.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean97.35944444444445
Minimum35.625
Maximum291.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum35.625
5-th percentile57.6
Q177
median87
Q3102
95-th percentile187.4
Maximum291
Range255.375
Interquartile range (IQR)25

Descriptive statistics

Standard deviation41.56001479
Coefficient of variation (CV)0.4268719386
Kurtosis8.712367234
Mean97.35944444
Median Absolute Deviation (MAD)25.36106667
Skewness2.71140957
Sum21905.875
Variance1727.234829
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 35.625 65.5 102.5 139.5 291. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
82 9 4.0%
 
84 9 4.0%
 
79 7 3.1%
 
90 7 3.1%
 
92 6 2.7%
 
85 6 2.7%
 
81 6 2.7%
 
97 6 2.7%
 
78 6 2.7%
 
74 5 2.2%
 
Other values (78) 158 70.2%
 
ValueCountFrequency (%) 
35.625 3 1.3%
 
43 1 0.4%
 
48 1 0.4%
 
50 2 0.9%
 
52 1 0.4%
 
ValueCountFrequency (%) 
291 1 0.4%
 
286 1 0.4%
 
282 2 0.9%
 
269 1 0.4%
 
244 1 0.4%
 

h1_mbp_invasive_min
Real number (ℝ≥0)

Distinct count72
Unique (%)32.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean70.02666666666667
Minimum8.0
Maximum140.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum8
5-th percentile40.6
Q160
median69
Q379
95-th percentile103
Maximum140
Range132
Interquartile range (IQR)19

Descriptive statistics

Standard deviation19.68454796
Coefficient of variation (CV)0.2811007421
Kurtosis2.019071865
Mean70.02666667
Median Absolute Deviation (MAD)14.03851852
Skewness0.1748240761
Sum15756
Variance387.4814286
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 8. 45. 53. 86.5 104. 140. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
70 9 4.0%
 
69 8 3.6%
 
63 8 3.6%
 
72 8 3.6%
 
66 8 3.6%
 
79 8 3.6%
 
67 7 3.1%
 
56 7 3.1%
 
54 6 2.7%
 
76 6 2.7%
 
Other values (62) 150 66.7%
 
ValueCountFrequency (%) 
8 3 1.3%
 
17 1 0.4%
 
23 1 0.4%
 
26 1 0.4%
 
28 1 0.4%
 
ValueCountFrequency (%) 
140 1 0.4%
 
134 1 0.4%
 
124 1 0.4%
 
121 1 0.4%
 
117 1 0.4%
 

h1_mbp_max
Real number (ℝ≥0)

Distinct count77
Unique (%)34.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean86.2088888888889
Minimum49.0
Maximum165.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum49
5-th percentile55
Q172
median82
Q399
95-th percentile120.8
Maximum165
Range116
Interquartile range (IQR)27

Descriptive statistics

Standard deviation20.9673622
Coefficient of variation (CV)0.2432157806
Kurtosis1.194437757
Mean86.20888889
Median Absolute Deviation (MAD)16.26844444
Skewness0.8675267202
Sum19397
Variance439.6302778
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 49. 62.5 85.5 120.5 165. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
81 9 4.0%
 
85 9 4.0%
 
92 9 4.0%
 
78 8 3.6%
 
76 8 3.6%
 
82 7 3.1%
 
65 7 3.1%
 
103 6 2.7%
 
63 6 2.7%
 
74 6 2.7%
 
Other values (67) 150 66.7%
 
ValueCountFrequency (%) 
49 4 1.8%
 
50 1 0.4%
 
51 1 0.4%
 
53 3 1.3%
 
54 1 0.4%
 
ValueCountFrequency (%) 
165 1 0.4%
 
162 1 0.4%
 
148 1 0.4%
 
146 1 0.4%
 
140 1 0.4%
 

h1_mbp_min
Real number (ℝ≥0)

Distinct count67
Unique (%)29.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean71.32
Minimum32.0
Maximum138.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum32
5-th percentile45.2
Q158
median68
Q383
95-th percentile102.8
Maximum138
Range106
Interquartile range (IQR)25

Descriptive statistics

Standard deviation18.27138669
Coefficient of variation (CV)0.2561888206
Kurtosis0.6549330141
Mean71.32
Median Absolute Deviation (MAD)14.61937778
Skewness0.5189643619
Sum16047
Variance333.8435714
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 32. 45.5 62.5 69.5 95.5 110.5 138. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
65 16 7.1%
 
63 9 4.0%
 
55 9 4.0%
 
69 7 3.1%
 
67 7 3.1%
 
85 7 3.1%
 
94 6 2.7%
 
78 6 2.7%
 
75 6 2.7%
 
66 6 2.7%
 
Other values (57) 146 64.9%
 
ValueCountFrequency (%) 
32 4 1.8%
 
39 2 0.9%
 
42 4 1.8%
 
44 1 0.4%
 
45 1 0.4%
 
ValueCountFrequency (%) 
138 2 0.9%
 
111 2 0.9%
 
110 3 1.3%
 
109 1 0.4%
 
106 1 0.4%
 

h1_pao2fio2ratio_max
Real number (ℝ≥0)

Distinct count191
Unique (%)84.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean248.45202945200003
Minimum42.0
Maximum720.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum42
5-th percentile64.4
Q1133.5
median232.8571429
Q3330
95-th percentile496.8
Maximum720
Range678
Interquartile range (IQR)196.5

Descriptive statistics

Standard deviation138.3248915
Coefficient of variation (CV)0.5567468769
Kurtosis0.7845819668
Mean248.4520295
Median Absolute Deviation (MAD)110.3198852
Skewness0.8329408793
Sum55901.70663
Variance19133.7756
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 42. 335. 453.75 720. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
190 3 1.3%
 
304 3 1.3%
 
410 3 1.3%
 
720 3 1.3%
 
140 3 1.3%
 
230 3 1.3%
 
95 3 1.3%
 
210 3 1.3%
 
334 2 0.9%
 
330 2 0.9%
 
Other values (181) 197 87.6%
 
ValueCountFrequency (%) 
42 2 0.9%
 
43 1 0.4%
 
44 1 0.4%
 
52 1 0.4%
 
53 1 0.4%
 
ValueCountFrequency (%) 
720 3 1.3%
 
630 1 0.4%
 
610 1 0.4%
 
583 1 0.4%
 
555 1 0.4%
 

h1_pao2fio2ratio_min
Real number (ℝ≥0)

Distinct count193
Unique (%)85.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean236.60558443600002
Minimum38.0
Maximum654.8137931
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum38
5-th percentile61.2
Q1130
median226.1666667
Q3321.6666667
95-th percentile450
Maximum654.8137931
Range616.8137931
Interquartile range (IQR)191.6666667

Descriptive statistics

Standard deviation130.4997709
Coefficient of variation (CV)0.5515498344
Kurtosis0.04084643165
Mean236.6055844
Median Absolute Deviation (MAD)106.1819851
Skewness0.6117083861
Sum53236.2565
Variance17030.19021
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 38. 335. 453.75 654.8137931], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
304 3 1.3%
 
140 3 1.3%
 
410 3 1.3%
 
117 3 1.3%
 
230 3 1.3%
 
38 3 1.3%
 
210 3 1.3%
 
190 3 1.3%
 
73 2 0.9%
 
280 2 0.9%
 
Other values (183) 197 87.6%
 
ValueCountFrequency (%) 
38 3 1.3%
 
40 1 0.4%
 
42 1 0.4%
 
43 1 0.4%
 
51 1 0.4%
 
ValueCountFrequency (%) 
654.8137931 1 0.4%
 
630 1 0.4%
 
610 1 0.4%
 
583 1 0.4%
 
555 1 0.4%
 

h1_platelets_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count158
Unique (%)70.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean173.39111111111112
Minimum20.0
Maximum567.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum20
5-th percentile52.6
Q1108
median157
Q3212
95-th percentile365
Maximum567
Range547
Interquartile range (IQR)104

Descriptive statistics

Standard deviation94.29620841
Coefficient of variation (CV)0.5438353085
Kurtosis1.95888807
Mean173.3911111
Median Absolute Deviation (MAD)70.63280988
Skewness1.243896488
Sum39013
Variance8891.774921
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 20. 68.5 223. 424.5 567. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
172 4 1.8%
 
187 4 1.8%
 
73 4 1.8%
 
113 4 1.8%
 
104 3 1.3%
 
146 3 1.3%
 
132 3 1.3%
 
282 3 1.3%
 
159 3 1.3%
 
218 3 1.3%
 
Other values (148) 191 84.9%
 
ValueCountFrequency (%) 
20 1 0.4%
 
33 1 0.4%
 
34 2 0.9%
 
39 1 0.4%
 
40 1 0.4%
 
ValueCountFrequency (%) 
567 1 0.4%
 
501 1 0.4%
 
495 1 0.4%
 
432 1 0.4%
 
417 1 0.4%
 

h1_platelets_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count159
Unique (%)70.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean171.76888888888888
Minimum20.0
Maximum567.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum20
5-th percentile49.6
Q1108
median153
Q3211
95-th percentile365
Maximum567
Range547
Interquartile range (IQR)103

Descriptive statistics

Standard deviation94.96404353
Coefficient of variation (CV)0.5528593923
Kurtosis1.931990922
Mean171.7688889
Median Absolute Deviation (MAD)71.33977284
Skewness1.244344532
Sum38648
Variance9018.169563
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 20. 68.5 223. 424.5 567. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
187 4 1.8%
 
73 4 1.8%
 
113 4 1.8%
 
159 3 1.3%
 
184 3 1.3%
 
80 3 1.3%
 
127 3 1.3%
 
128 3 1.3%
 
132 3 1.3%
 
172 3 1.3%
 
Other values (149) 192 85.3%
 
ValueCountFrequency (%) 
20 1 0.4%
 
32 1 0.4%
 
33 1 0.4%
 
34 2 0.9%
 
39 1 0.4%
 
ValueCountFrequency (%) 
567 1 0.4%
 
501 1 0.4%
 
495 1 0.4%
 
432 1 0.4%
 
417 1 0.4%
 

h1_potassium_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count37
Unique (%)16.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.164666666666666
Minimum2.5
Maximum6.5
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum2.5
5-th percentile3.1
Q13.6
median4.1
Q34.6
95-th percentile5.58
Maximum6.5
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7552246591
Coefficient of variation (CV)0.1813409618
Kurtosis0.1801669937
Mean4.164666667
Median Absolute Deviation (MAD)0.5951466667
Skewness0.554221552
Sum937.05
Variance0.5703642857
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[2.5 3.05 5.05 6.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.9 20 8.9%
 
4 16 7.1%
 
4.3 13 5.8%
 
3.5 12 5.3%
 
4.1 12 5.3%
 
4.4 10 4.4%
 
3.4 10 4.4%
 
4.8 10 4.4%
 
4.5 9 4.0%
 
3.7 9 4.0%
 
Other values (27) 104 46.2%
 
ValueCountFrequency (%) 
2.5 2 0.9%
 
2.8 2 0.9%
 
2.9 2 0.9%
 
3 2 0.9%
 
3.1 5 2.2%
 
ValueCountFrequency (%) 
6.5 1 0.4%
 
6.3 1 0.4%
 
6.2 1 0.4%
 
6.1 2 0.9%
 
5.8 2 0.9%
 

h1_potassium_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count37
Unique (%)16.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.064177777777778
Minimum2.5
Maximum6.5
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum2.5
5-th percentile3.1
Q13.5
median3.9
Q34.5
95-th percentile5.48
Maximum6.5
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7356935288
Coefficient of variation (CV)0.1810190324
Kurtosis0.4664842205
Mean4.064177778
Median Absolute Deviation (MAD)0.5787606914
Skewness0.6891250578
Sum914.44
Variance0.5412449683
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[2.5 3.15 4.85 5.75 6.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.9 21 9.3%
 
3.8 15 6.7%
 
4.3 13 5.8%
 
3.4 13 5.8%
 
3.5 12 5.3%
 
4 11 4.9%
 
4.5 11 4.9%
 
3.7 11 4.9%
 
3.2 10 4.4%
 
4.1 9 4.0%
 
Other values (27) 99 44.0%
 
ValueCountFrequency (%) 
2.5 2 0.9%
 
2.8 3 1.3%
 
2.9 3 1.3%
 
3 3 1.3%
 
3.1 5 2.2%
 
ValueCountFrequency (%) 
6.5 1 0.4%
 
6.3 1 0.4%
 
6.2 1 0.4%
 
6.1 1 0.4%
 
5.8 1 0.4%
 

h1_resprate_max
Real number (ℝ≥0)

Distinct count36
Unique (%)16.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.786666666666665
Minimum10.0
Maximum59.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum10
5-th percentile12
Q116
median20
Q325
95-th percentile35.8
Maximum59
Range49
Interquartile range (IQR)9

Descriptive statistics

Standard deviation8.697228623
Coefficient of variation (CV)0.3991996002
Kurtosis4.7727075
Mean21.78666667
Median Absolute Deviation (MAD)6.199822222
Skewness1.873803276
Sum4902
Variance75.64178571
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[10. 11.5 26.5 35.5 59. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
18 21 9.3%
 
22 18 8.0%
 
16 18 8.0%
 
20 17 7.6%
 
14 15 6.7%
 
15 13 5.8%
 
12 11 4.9%
 
25 10 4.4%
 
19 9 4.0%
 
23 9 4.0%
 
Other values (26) 84 37.3%
 
ValueCountFrequency (%) 
10 2 0.9%
 
11 2 0.9%
 
12 11 4.9%
 
13 6 2.7%
 
14 15 6.7%
 
ValueCountFrequency (%) 
59 3 1.3%
 
54 1 0.4%
 
50 1 0.4%
 
49 1 0.4%
 
47 1 0.4%
 

h1_resprate_min
Real number (ℝ≥0)

ZEROS
Distinct count27
Unique (%)12.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.72
Minimum0.0
Maximum51.0
Zeros5
Zeros (%)2.2%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile8
Q112
median14
Q317
95-th percentile23
Maximum51
Range51
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.653443957
Coefficient of variation (CV)0.3840654862
Kurtosis8.514456753
Mean14.72
Median Absolute Deviation (MAD)3.826133333
Skewness1.428628362
Sum3312
Variance31.96142857
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 9.5 11.5 12.5 16.5 21.5 26.5 51. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
12 44 19.6%
 
14 33 14.7%
 
15 19 8.4%
 
16 17 7.6%
 
20 14 6.2%
 
11 12 5.3%
 
18 11 4.9%
 
13 10 4.4%
 
10 9 4.0%
 
19 8 3.6%
 
Other values (17) 48 21.3%
 
ValueCountFrequency (%) 
0 5 2.2%
 
4 3 1.3%
 
5 1 0.4%
 
6 2 0.9%
 
8 4 1.8%
 
ValueCountFrequency (%) 
51 1 0.4%
 
35 1 0.4%
 
33 2 0.9%
 
27 1 0.4%
 
26 2 0.9%
 

h1_sodium_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count30
Unique (%)13.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean140.26666666666668
Minimum114.0
Maximum157.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum114
5-th percentile132
Q1138
median140
Q3143
95-th percentile150
Maximum157
Range43
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.892640689
Coefficient of variation (CV)0.04201027107
Kurtosis4.700237914
Mean140.2666667
Median Absolute Deviation (MAD)4.08
Skewness-0.9636572735
Sum31560
Variance34.72321429
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[114. 131.5 136.5 143.5 150.5 157. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
140 26 11.6%
 
138 23 10.2%
 
142 20 8.9%
 
137 18 8.0%
 
141 18 8.0%
 
143 16 7.1%
 
139 16 7.1%
 
145 10 4.4%
 
144 9 4.0%
 
135 8 3.6%
 
Other values (20) 61 27.1%
 
ValueCountFrequency (%) 
114 3 1.3%
 
122 1 0.4%
 
127 1 0.4%
 
129 2 0.9%
 
130 1 0.4%
 
ValueCountFrequency (%) 
157 1 0.4%
 
156 1 0.4%
 
154 1 0.4%
 
152 2 0.9%
 
151 2 0.9%
 

h1_sodium_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count29
Unique (%)12.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean139.30311111111112
Minimum114.0
Maximum156.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum114
5-th percentile131
Q1137
median139
Q3143
95-th percentile148
Maximum156
Range42
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.762319033
Coefficient of variation (CV)0.04136532908
Kurtosis4.168480663
Mean139.3031111
Median Absolute Deviation (MAD)4.129485432
Skewness-0.9508996535
Sum31343.2
Variance33.20432063
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[114. 128. 132.5 136.5 144.5 149.5 156. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
139 24 10.7%
 
138 20 8.9%
 
137 19 8.4%
 
143 18 8.0%
 
140 16 7.1%
 
141 16 7.1%
 
144 14 6.2%
 
142 13 5.8%
 
135 12 5.3%
 
134 9 4.0%
 
Other values (19) 64 28.4%
 
ValueCountFrequency (%) 
114 3 1.3%
 
122 1 0.4%
 
127 1 0.4%
 
129 2 0.9%
 
130 2 0.9%
 
ValueCountFrequency (%) 
156 1 0.4%
 
152 2 0.9%
 
151 2 0.9%
 
150 2 0.9%
 
149 4 1.8%
 

h1_spo2_max
Real number (ℝ≥0)

Distinct count12
Unique (%)5.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean99.04444444444445
Minimum80.0
Maximum100.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum80
5-th percentile95
Q199
median100
Q3100
95-th percentile100
Maximum100
Range20
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.399363341
Coefficient of variation (CV)0.02422511787
Kurtosis24.74934175
Mean99.04444444
Median Absolute Deviation (MAD)1.392987654
Skewness-4.288763269
Sum22285
Variance5.756944444
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 80. 91.5 98.5 99.5 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
100 164 72.9%
 
99 23 10.2%
 
97 9 4.0%
 
98 7 3.1%
 
95 6 2.7%
 
96 5 2.2%
 
93 4 1.8%
 
92 2 0.9%
 
94 2 0.9%
 
80 1 0.4%
 
Other values (2) 2 0.9%
 
ValueCountFrequency (%) 
80 1 0.4%
 
84 1 0.4%
 
91 1 0.4%
 
92 2 0.9%
 
93 4 1.8%
 
ValueCountFrequency (%) 
100 164 72.9%
 
99 23 10.2%
 
98 7 3.1%
 
97 9 4.0%
 
96 5 2.2%
 

h1_spo2_min
Real number (ℝ≥0)

Distinct count31
Unique (%)13.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean94.70222222222222
Minimum50.0
Maximum100.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum50
5-th percentile78
Q193
median98
Q3100
95-th percentile100
Maximum100
Range50
Interquartile range (IQR)7

Descriptive statistics

Standard deviation7.863525907
Coefficient of variation (CV)0.08303422794
Kurtosis7.006357237
Mean94.70222222
Median Absolute Deviation (MAD)5.47334321
Skewness-2.399496478
Sum21308
Variance61.83503968
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 50. 76.5 90.5 98.5 99.5 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
100 75 33.3%
 
99 29 12.9%
 
96 14 6.2%
 
95 14 6.2%
 
98 14 6.2%
 
97 11 4.9%
 
94 9 4.0%
 
93 8 3.6%
 
91 7 3.1%
 
92 5 2.2%
 
Other values (21) 39 17.3%
 
ValueCountFrequency (%) 
50 1 0.4%
 
64 1 0.4%
 
66 1 0.4%
 
67 2 0.9%
 
70 1 0.4%
 
ValueCountFrequency (%) 
100 75 33.3%
 
99 29 12.9%
 
98 14 6.2%
 
97 11 4.9%
 
96 14 6.2%
 

h1_sysbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count97
Unique (%)43.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean123.99555555555555
Minimum75.0
Maximum208.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum75
5-th percentile86
Q1103
median120
Q3141
95-th percentile174.8
Maximum208
Range133
Interquartile range (IQR)38

Descriptive statistics

Standard deviation28.11257627
Coefficient of variation (CV)0.226722451
Kurtosis-0.04437031498
Mean123.9955556
Median Absolute Deviation (MAD)22.69716543
Skewness0.6253746402
Sum27899
Variance790.3169444
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 75. 85.5 144.5 179.5 208. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
102 7 3.1%
 
114 6 2.7%
 
122 5 2.2%
 
103 5 2.2%
 
119 5 2.2%
 
115 5 2.2%
 
134 5 2.2%
 
139 5 2.2%
 
120 5 2.2%
 
98 5 2.2%
 
Other values (87) 172 76.4%
 
ValueCountFrequency (%) 
75 2 0.9%
 
76 1 0.4%
 
78 2 0.9%
 
80 1 0.4%
 
82 3 1.3%
 
ValueCountFrequency (%) 
208 1 0.4%
 
200 1 0.4%
 
199 1 0.4%
 
197 1 0.4%
 
196 1 0.4%
 

h1_sysbp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count96
Unique (%)42.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean102.57777777777778
Minimum53.0
Maximum194.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum53
5-th percentile64.2
Q186
median98
Q3119
95-th percentile150.6
Maximum194
Range141
Interquartile range (IQR)33

Descriptive statistics

Standard deviation26.22165893
Coefficient of variation (CV)0.2556270909
Kurtosis0.301160117
Mean102.5777778
Median Absolute Deviation (MAD)21.02182716
Skewness0.6175542598
Sum23080
Variance687.5753968
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 53. 76.5 98.5 143. 194. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
86 10 4.4%
 
89 8 3.6%
 
91 7 3.1%
 
130 6 2.7%
 
90 6 2.7%
 
114 5 2.2%
 
93 5 2.2%
 
101 5 2.2%
 
94 5 2.2%
 
115 5 2.2%
 
Other values (86) 163 72.4%
 
ValueCountFrequency (%) 
53 4 1.8%
 
54 1 0.4%
 
56 1 0.4%
 
60 2 0.9%
 
62 1 0.4%
 
ValueCountFrequency (%) 
194 1 0.4%
 
175 1 0.4%
 
170 1 0.4%
 
168 1 0.4%
 
166 1 0.4%
 

h1_sysbp_noninvasive_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count96
Unique (%)42.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean123.69333333333333
Minimum75.0
Maximum215.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum75
5-th percentile85.2
Q1102
median119
Q3140
95-th percentile174.8
Maximum215
Range140
Interquartile range (IQR)38

Descriptive statistics

Standard deviation28.47538411
Coefficient of variation (CV)0.2302095298
Kurtosis0.1096642743
Mean123.6933333
Median Absolute Deviation (MAD)22.88734815
Skewness0.6735213993
Sum27831
Variance810.8475
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 75. 85.5 142.5 179.5 215. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
119 7 3.1%
 
102 7 3.1%
 
114 5 2.2%
 
139 5 2.2%
 
134 5 2.2%
 
98 5 2.2%
 
120 5 2.2%
 
115 5 2.2%
 
122 5 2.2%
 
111 5 2.2%
 
Other values (86) 171 76.0%
 
ValueCountFrequency (%) 
75 2 0.9%
 
76 1 0.4%
 
78 2 0.9%
 
80 2 0.9%
 
82 3 1.3%
 
ValueCountFrequency (%) 
215 1 0.4%
 
208 1 0.4%
 
199 1 0.4%
 
197 1 0.4%
 
196 1 0.4%
 

h1_sysbp_noninvasive_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count95
Unique (%)42.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean102.68888888888888
Minimum53.0
Maximum195.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum53
5-th percentile65.2
Q186
median98
Q3119
95-th percentile150.6
Maximum195
Range142
Interquartile range (IQR)33

Descriptive statistics

Standard deviation26.14521793
Coefficient of variation (CV)0.2546061041
Kurtosis0.3371717142
Mean102.6888889
Median Absolute Deviation (MAD)20.95269136
Skewness0.6278627858
Sum23105
Variance683.5724206
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 53. 76.5 102.5 143. 195. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
86 10 4.4%
 
89 8 3.6%
 
91 6 2.7%
 
90 6 2.7%
 
130 6 2.7%
 
101 5 2.2%
 
114 5 2.2%
 
119 5 2.2%
 
115 5 2.2%
 
98 5 2.2%
 
Other values (85) 164 72.9%
 
ValueCountFrequency (%) 
53 4 1.8%
 
54 1 0.4%
 
56 1 0.4%
 
60 2 0.9%
 
62 1 0.4%
 
ValueCountFrequency (%) 
195 1 0.4%
 
175 1 0.4%
 
170 1 0.4%
 
168 1 0.4%
 
166 1 0.4%
 

h1_temp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count56
Unique (%)24.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.46523569382223
Minimum33.4
Maximum39.5
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum33.4
5-th percentile33.82
Q136
median36.6
Q337
95-th percentile38.18
Maximum39.5
Range6.1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.160893406
Coefficient of variation (CV)0.03183562052
Kurtosis1.118287033
Mean36.46523569
Median Absolute Deviation (MAD)0.8315718797
Skewness-0.5930699499
Sum8204.678031
Variance1.347673499
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[33.4 33.45 35.79032 37.25 38.26264 39.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
36.4 14 6.2%
 
36.1 14 6.2%
 
36.8 13 5.8%
 
36.9 13 5.8%
 
37 11 4.9%
 
36.7 11 4.9%
 
36.6 11 4.9%
 
37.2 9 4.0%
 
33.4 8 3.6%
 
36.3 8 3.6%
 
Other values (46) 113 50.2%
 
ValueCountFrequency (%) 
33.4 8 3.6%
 
33.5 1 0.4%
 
33.6 1 0.4%
 
33.8 2 0.9%
 
33.9 1 0.4%
 
ValueCountFrequency (%) 
39.5 2 0.9%
 
39.2 1 0.4%
 
38.8 2 0.9%
 
38.6142 1 0.4%
 
38.6 1 0.4%
 

h1_temp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count62
Unique (%)27.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.15604952097778
Minimum32.9
Maximum39.3
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum32.9
5-th percentile33.32
Q135.72508
median36.4
Q336.9
95-th percentile38
Maximum39.3
Range6.4
Interquartile range (IQR)1.17492

Descriptive statistics

Standard deviation1.284040257
Coefficient of variation (CV)0.03551384274
Kurtosis0.7087918122
Mean36.15604952
Median Absolute Deviation (MAD)0.9510945161
Skewness-0.690381211
Sum8135.111142
Variance1.648759381
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[32.9 33. 35.79032 37.25 38.26264 39.3 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
35.9 15 6.7%
 
36.8 13 5.8%
 
36.4 11 4.9%
 
36.5 11 4.9%
 
35.8 10 4.4%
 
36.3 10 4.4%
 
36.7 10 4.4%
 
36.9 9 4.0%
 
36 9 4.0%
 
32.9 8 3.6%
 
Other values (52) 119 52.9%
 
ValueCountFrequency (%) 
32.9 8 3.6%
 
33.1 2 0.9%
 
33.2 1 0.4%
 
33.3 1 0.4%
 
33.4 1 0.4%
 
ValueCountFrequency (%) 
39.3 1 0.4%
 
39.2 1 0.4%
 
38.8 1 0.4%
 
38.6142 1 0.4%
 
38.6 1 0.4%
 

h1_wbc_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count166
Unique (%)73.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.786773333333334
Minimum1.1
Maximum44.102
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum1.1
5-th percentile3.82
Q18.7
median13.4
Q319.8
95-th percentile30.184
Maximum44.102
Range43.002
Interquartile range (IQR)11.1

Descriptive statistics

Standard deviation8.38461608
Coefficient of variation (CV)0.567034869
Kurtosis1.119875259
Mean14.78677333
Median Absolute Deviation (MAD)6.636950993
Skewness0.9423710835
Sum3327.024
Variance70.30178681
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1.1 5.61 14.35 25.41 44.102], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
16.8 4 1.8%
 
9.1 4 1.8%
 
10.1 3 1.3%
 
16.1 3 1.3%
 
1.1 3 1.3%
 
12.7 3 1.3%
 
11.1 3 1.3%
 
14 3 1.3%
 
6.1 3 1.3%
 
8.3 3 1.3%
 
Other values (156) 193 85.8%
 
ValueCountFrequency (%) 
1.1 3 1.3%
 
1.4 1 0.4%
 
1.46 1 0.4%
 
1.9 1 0.4%
 
2 1 0.4%
 
ValueCountFrequency (%) 
44.102 2 0.9%
 
42.7 1 0.4%
 
38.8 1 0.4%
 
38.5 1 0.4%
 
36.1 1 0.4%
 

h1_wbc_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count168
Unique (%)74.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.528237333333333
Minimum1.0898
Maximum44.102
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum1.0898
5-th percentile3.82
Q18.53
median13.4
Q319.12
95-th percentile29.94
Maximum44.102
Range43.0122
Interquartile range (IQR)10.59

Descriptive statistics

Standard deviation8.28881529
Coefficient of variation (CV)0.5705313797
Kurtosis1.344591278
Mean14.52823733
Median Absolute Deviation (MAD)6.501466477
Skewness0.9897886026
Sum3268.8534
Variance68.70445892
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1.0898 25.41 44.102 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
16.8 4 1.8%
 
9.1 4 1.8%
 
6.7 3 1.3%
 
17.9 3 1.3%
 
12.7 3 1.3%
 
8.3 3 1.3%
 
16.1 3 1.3%
 
11.1 3 1.3%
 
1.0898 3 1.3%
 
6.1 3 1.3%
 
Other values (158) 193 85.8%
 
ValueCountFrequency (%) 
1.0898 3 1.3%
 
1.4 1 0.4%
 
1.46 1 0.4%
 
1.9 1 0.4%
 
2 1 0.4%
 
ValueCountFrequency (%) 
44.102 2 0.9%
 
42.7 1 0.4%
 
38.8 1 0.4%
 
38.5 1 0.4%
 
36.1 1 0.4%
 

heart_rate_apache
Real number (ℝ≥0)

Distinct count95
Unique (%)42.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean108.53777777777778
Minimum30.0
Maximum178.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum30
5-th percentile51
Q194
median114
Q3130
95-th percentile155.8
Maximum178
Range148
Interquartile range (IQR)36

Descriptive statistics

Standard deviation31.55833098
Coefficient of variation (CV)0.2907589562
Kurtosis-0.1406754944
Mean108.5377778
Median Absolute Deviation (MAD)24.48146173
Skewness-0.5270702262
Sum24421
Variance995.928254
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 30. 50. 63.5 85.5 112.5 120.5 146. 178. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
114 9 4.0%
 
118 8 3.6%
 
99 7 3.1%
 
94 6 2.7%
 
120 6 2.7%
 
96 6 2.7%
 
109 5 2.2%
 
106 5 2.2%
 
119 5 2.2%
 
123 4 1.8%
 
Other values (85) 164 72.9%
 
ValueCountFrequency (%) 
30 3 1.3%
 
38 2 0.9%
 
39 1 0.4%
 
44 1 0.4%
 
45 1 0.4%
 
ValueCountFrequency (%) 
178 1 0.4%
 
170 1 0.4%
 
169 1 0.4%
 
164 1 0.4%
 
163 1 0.4%
 

height
Real number (ℝ≥0)

Distinct count59
Unique (%)26.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean171.54088888888887
Minimum142.2
Maximum193.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum142.2
5-th percentile154.9
Q1165.1
median172.7
Q3180
95-th percentile185.416
Maximum193
Range50.8
Interquartile range (IQR)14.9

Descriptive statistics

Standard deviation10.3097573
Coefficient of variation (CV)0.06010087373
Kurtosis-0.5003345108
Mean171.5408889
Median Absolute Deviation (MAD)8.55635358
Skewness-0.3123879936
Sum38596.7
Variance106.2910956
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[142.2 154.45 165.05 165.55 167.3 ... 182.85 182.95 185.2 185.41 193. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
177.8 20 8.9%
 
165.1 15 6.7%
 
167.6 14 6.2%
 
172.7 14 6.2%
 
175.3 12 5.3%
 
182.9 12 5.3%
 
162.6 9 4.0%
 
157.5 9 4.0%
 
185.4 9 4.0%
 
160 8 3.6%
 
Other values (49) 103 45.8%
 
ValueCountFrequency (%) 
142.2 1 0.4%
 
147.3 2 0.9%
 
149 2 0.9%
 
149.9 2 0.9%
 
152 1 0.4%
 
ValueCountFrequency (%) 
193 2 0.9%
 
190.5 1 0.4%
 
190 1 0.4%
 
188 6 2.7%
 
187.9 1 0.4%
 

hematocrit_apache
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count130
Unique (%)57.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.44311111111111
Minimum16.2
Maximum51.4
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum16.2
5-th percentile18.52
Q123.4
median28.1
Q333.1
95-th percentile38
Maximum51.4
Range35.2
Interquartile range (IQR)9.7

Descriptive statistics

Standard deviation6.377797643
Coefficient of variation (CV)0.2242299592
Kurtosis0.30733796
Mean28.44311111
Median Absolute Deviation (MAD)5.198230123
Skewness0.3483978397
Sum6399.7
Variance40.67630278
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[16.2 21.95 37.15 41.65 51.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
16.2 6 2.7%
 
24 6 2.7%
 
33.7 4 1.8%
 
31.8 4 1.8%
 
25 4 1.8%
 
23 4 1.8%
 
27 4 1.8%
 
28 4 1.8%
 
40 3 1.3%
 
38 3 1.3%
 
Other values (120) 183 81.3%
 
ValueCountFrequency (%) 
16.2 6 2.7%
 
16.7 1 0.4%
 
17.3 1 0.4%
 
17.6 1 0.4%
 
18 2 0.9%
 
ValueCountFrequency (%) 
51.4 2 0.9%
 
43.3 1 0.4%
 
40 3 1.3%
 
39.8 1 0.4%
 
39.7 1 0.4%
 
Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
214
1
 
11
ValueCountFrequency (%) 
0 214 95.1%
 
1 11 4.9%
 
Distinct count10
Unique (%)4.4%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
Operating Room
103
Direct Admit
42
Emergency Department
36
Recovery Room
 
15
Floor
 
11
Other values (5)
 
18
ValueCountFrequency (%) 
Operating Room 103 45.8%
 
Direct Admit 42 18.7%
 
Emergency Department 36 16.0%
 
Recovery Room 15 6.7%
 
Floor 11 4.9%
 
Other Hospital 11 4.9%
 
Acute Care/Floor 3 1.3%
 
PACU 2 0.9%
 
Step-Down Unit (SDU) 1 0.4%
 
Observation 1 0.4%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length20
Mean length14.03111111
Min length4
Scatter

hospital_id
Real number (ℝ≥0)

Distinct count47
Unique (%)20.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.01333333333334
Minimum1
Maximum204
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile20.4
Q186
median133
Q3176
95-th percentile197
Maximum204
Range203
Interquartile range (IQR)90

Descriptive statistics

Standard deviation59.58880528
Coefficient of variation (CV)0.4728769861
Kurtosis-1.045103239
Mean126.0133333
Median Absolute Deviation (MAD)52.368
Skewness-0.4630321693
Sum28353
Variance3550.825714
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 84.5 93.5 99. 100.5 ... 187. 188.5 193.5 196.5 204. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
163 21 9.3%
 
196 20 8.9%
 
161 14 6.2%
 
100 12 5.3%
 
176 12 5.3%
 
39 12 5.3%
 
89 11 4.9%
 
118 11 4.9%
 
55 10 4.4%
 
188 9 4.0%
 
Other values (37) 93 41.3%
 
ValueCountFrequency (%) 
1 2 0.9%
 
2 1 0.4%
 
7 5 2.2%
 
10 2 0.9%
 
19 2 0.9%
 
ValueCountFrequency (%) 
204 1 0.4%
 
203 8 3.6%
 
197 4 1.8%
 
196 20 8.9%
 
191 1 0.4%
 

icu_id
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count73
Unique (%)32.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean640.6844444444445
Minimum85
Maximum1111
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum85
5-th percentile100.4
Q1404
median616
Q3973
95-th percentile1078
Maximum1111
Range1026
Interquartile range (IQR)569

Descriptive statistics

Standard deviation319.8715883
Coefficient of variation (CV)0.4992654201
Kurtosis-1.172711829
Mean640.6844444
Median Absolute Deviation (MAD)277.1576889
Skewness-0.1137698547
Sum144154
Variance102317.833
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 85. 138. 372.5 428.5 484. ... 858.5 962.5 1074.5 1092.5 1111. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1078 21 9.3%
 
809 20 8.9%
 
133 11 4.9%
 
413 10 4.4%
 
841 9 4.0%
 
391 9 4.0%
 
611 8 3.6%
 
619 7 3.1%
 
1027 6 2.7%
 
975 6 2.7%
 
Other values (63) 118 52.4%
 
ValueCountFrequency (%) 
85 3 1.3%
 
91 1 0.4%
 
92 1 0.4%
 
95 4 1.8%
 
97 2 0.9%
 
ValueCountFrequency (%) 
1111 1 0.4%
 
1109 2 0.9%
 
1107 2 0.9%
 
1078 21 9.3%
 
1071 1 0.4%
 

icu_stay_type
Categorical

Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
admit
219
transfer
 
6
ValueCountFrequency (%) 
admit 219 97.3%
 
transfer 6 2.7%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length8
Mean length5.08
Min length5
Scatter
Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
215
1
 
10
ValueCountFrequency (%) 
0 215 95.6%
 
1 10 4.4%
 
Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
1
198
0
 
27
ValueCountFrequency (%) 
1 198 88.0%
 
0 27 12.0%
 

leukemia
Boolean

Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
224
1
 
1
ValueCountFrequency (%) 
0 224 99.6%
 
1 1 0.4%
 

lymphoma
Boolean

Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
224
1
 
1
ValueCountFrequency (%) 
0 224 99.6%
 
1 1 0.4%
 

pao2_apache
Real number (ℝ≥0)

Distinct count153
Unique (%)68.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean148.15600000000003
Minimum34.3
Maximum494.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum34.3
5-th percentile57
Q186
median124
Q3181
95-th percentile327.6
Maximum494
Range459.7
Interquartile range (IQR)95

Descriptive statistics

Standard deviation86.21015007
Coefficient of variation (CV)0.5818876729
Kurtosis2.874787251
Mean148.156
Median Absolute Deviation (MAD)63.75985778
Skewness1.605026981
Sum33335.1
Variance7432.189975
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 34.3 70.45 142.5 229. 494. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
140 5 2.2%
 
84 5 2.2%
 
75 4 1.8%
 
117 4 1.8%
 
100 4 1.8%
 
73 3 1.3%
 
92 3 1.3%
 
116 3 1.3%
 
118 3 1.3%
 
150 3 1.3%
 
Other values (143) 188 83.6%
 
ValueCountFrequency (%) 
34.3 1 0.4%
 
36 2 0.9%
 
40 2 0.9%
 
41 1 0.4%
 
50 1 0.4%
 
ValueCountFrequency (%) 
494 1 0.4%
 
487 1 0.4%
 
445 1 0.4%
 
426 1 0.4%
 
402 1 0.4%
 

pre_icu_los_days
Real number (ℝ)

ZEROS
Distinct count177
Unique (%)78.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7806851851866667
Minimum-0.013888889
Maximum12.47638889
Zeros23
Zeros (%)10.2%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum-0.013888889
5-th percentile0
Q10.022916667
median0.215277778
Q30.44375
95-th percentile5.005
Maximum12.47638889
Range12.49027778
Interquartile range (IQR)0.420833333

Descriptive statistics

Standard deviation1.687780341
Coefficient of variation (CV)2.161921825
Kurtosis15.77405495
Mean0.7806851852
Median Absolute Deviation (MAD)0.9806317695
Skewness3.628911079
Sum175.6541667
Variance2.848602478
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-1.38888890e-02 -6.94444450e-03 7.98611100e-03 3.68750000e-01 6.71875000e-01 2.11041667e+00 6.60347222e+00 1.24763889e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 23 10.2%
 
0.000694444 4 1.8%
 
0.004166667 3 1.3%
 
0.002777778 3 1.3%
 
0.030555556 3 1.3%
 
0.016666667 3 1.3%
 
0.004861111 3 1.3%
 
0.097222222 2 0.9%
 
0.304166667 2 0.9%
 
0.007638889 2 0.9%
 
Other values (167) 177 78.7%
 
ValueCountFrequency (%) 
-0.013888889 1 0.4%
 
0 23 10.2%
 
0.000694444 4 1.8%
 
0.001388889 1 0.4%
 
0.002777778 3 1.3%
 
ValueCountFrequency (%) 
12.47638889 1 0.4%
 
9.971527778 1 0.4%
 
6.779861111 1 0.4%
 
6.427083333 1 0.4%
 
6.288888889 1 0.4%
 

readmission_status
Boolean

CONST
Distinct count1
Unique (%)0.4%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
225
ValueCountFrequency (%) 
0 225 100.0%
 

resprate_apache
Real number (ℝ≥0)

Distinct count41
Unique (%)18.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.407111111111114
Minimum4.0
Maximum60.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile4
Q18
median24
Q335
95-th percentile52.2
Maximum60
Range56
Interquartile range (IQR)27

Descriptive statistics

Standard deviation15.80224733
Coefficient of variation (CV)0.7052335863
Kurtosis-0.9333909686
Mean22.40711111
Median Absolute Deviation (MAD)14.27361975
Skewness0.4357306481
Sum5041.6
Variance249.7110206
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 4. 4.5 14.5 27.5 38.5 60. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4 31 13.8%
 
10 12 5.3%
 
12 12 5.3%
 
30 11 4.9%
 
8 11 4.9%
 
7 11 4.9%
 
28 10 4.4%
 
31 9 4.0%
 
36 8 3.6%
 
32 8 3.6%
 
Other values (31) 102 45.3%
 
ValueCountFrequency (%) 
4 31 13.8%
 
5 7 3.1%
 
6 5 2.2%
 
7 11 4.9%
 
8 11 4.9%
 
ValueCountFrequency (%) 
60 2 0.9%
 
58 4 1.8%
 
56 2 0.9%
 
54 2 0.9%
 
53 2 0.9%
 

sodium_apache
Real number (ℝ≥0)

Distinct count34
Unique (%)15.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean139.8231111111111
Minimum117.0
Maximum158.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum117
5-th percentile132
Q1136
median139
Q3142
95-th percentile152.8
Maximum158
Range41
Interquartile range (IQR)6

Descriptive statistics

Standard deviation6.203037786
Coefficient of variation (CV)0.04436346565
Kurtosis1.817262774
Mean139.8231111
Median Absolute Deviation (MAD)4.401951605
Skewness0.6509282011
Sum31460.2
Variance38.47767778
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[117. 129.5 133.5 143.5 158. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
138 27 12.0%
 
140 25 11.1%
 
137 19 8.4%
 
139 18 8.0%
 
135 14 6.2%
 
136 14 6.2%
 
141 14 6.2%
 
142 14 6.2%
 
143 11 4.9%
 
134 10 4.4%
 
Other values (24) 59 26.2%
 
ValueCountFrequency (%) 
117 1 0.4%
 
122 1 0.4%
 
128 2 0.9%
 
129 1 0.4%
 
130 2 0.9%
 
ValueCountFrequency (%) 
158 4 1.8%
 
157 2 0.9%
 
156 1 0.4%
 
155 1 0.4%
 
154 2 0.9%
 
Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
0
221
1
 
4
ValueCountFrequency (%) 
0 221 98.2%
 
1 4 1.8%
 

temp_apache
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count60
Unique (%)26.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.79008888888889
Minimum32.1
Maximum39.7
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum32.1
5-th percentile32.5
Q135.2
median36
Q336.6
95-th percentile37.58
Maximum39.7
Range7.6
Interquartile range (IQR)1.4

Descriptive statistics

Standard deviation1.525730502
Coefficient of variation (CV)0.0426299724
Kurtosis0.9372904961
Mean35.79008889
Median Absolute Deviation (MAD)1.098193383
Skewness-0.6425658832
Sum8052.77
Variance2.327853563
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[32.1 32.15 34.75 35.79 37.05 39.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
36.5 16 7.1%
 
36 14 6.2%
 
35.9 14 6.2%
 
36.8 13 5.8%
 
36.2 10 4.4%
 
36.4 10 4.4%
 
37 10 4.4%
 
36.6 9 4.0%
 
35.8 9 4.0%
 
32.1 8 3.6%
 
Other values (50) 112 49.8%
 
ValueCountFrequency (%) 
32.1 8 3.6%
 
32.2 2 0.9%
 
32.3 1 0.4%
 
32.5 2 0.9%
 
32.7 5 2.2%
 
ValueCountFrequency (%) 
39.7 3 1.3%
 
39.5 1 0.4%
 
39.44 1 0.4%
 
39.11 1 0.4%
 
38.8 1 0.4%
 
Distinct count2
Unique (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.9 KiB
1
214
0
 
11
ValueCountFrequency (%) 
1 214 95.1%
 
0 11 4.9%
 

wbc_apache
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count178
Unique (%)79.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.734622222222223
Minimum0.9
Maximum45.8
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile3.04
Q17.1
median13.52
Q320.9
95-th percentile29.896
Maximum45.8
Range44.9
Interquartile range (IQR)13.8

Descriptive statistics

Standard deviation9.137978049
Coefficient of variation (CV)0.6201705012
Kurtosis0.5077629145
Mean14.73462222
Median Absolute Deviation (MAD)7.503063704
Skewness0.7767582263
Sum3315.29
Variance83.50264283
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.9 27.77 45.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5.2 5 2.2%
 
6.7 4 1.8%
 
7.9 4 1.8%
 
5.7 3 1.3%
 
0.9 3 1.3%
 
13.5 3 1.3%
 
16.9 2 0.9%
 
9.9 2 0.9%
 
28.8 2 0.9%
 
12.9 2 0.9%
 
Other values (168) 195 86.7%
 
ValueCountFrequency (%) 
0.9 3 1.3%
 
1.28 1 0.4%
 
1.4 1 0.4%
 
1.46 1 0.4%
 
1.7 1 0.4%
 
ValueCountFrequency (%) 
45.8 2 0.9%
 
44.9 1 0.4%
 
38.8 1 0.4%
 
38.5 1 0.4%
 
36.1 1 0.4%
 

weight
Real number (ℝ≥0)

Distinct count188
Unique (%)83.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean89.56293333333333
Minimum38.6
Maximum186.0
Zeros0
Zeros (%)0.0%
Memory size1.9 KiB
Mini histogram

Quantile statistics

Minimum38.6
5-th percentile55.1
Q172
median86
Q3105.4
95-th percentile129.8
Maximum186
Range147.4
Interquartile range (IQR)33.4

Descriptive statistics

Standard deviation24.87903512
Coefficient of variation (CV)0.2777827188
Kurtosis1.229049489
Mean89.56293333
Median Absolute Deviation (MAD)19.71549985
Skewness0.7573622399
Sum20151.66
Variance618.9663887
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 38.6 58.95 115.55 131.4 186. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
96 3 1.3%
 
108.86 3 1.3%
 
71.2 3 1.3%
 
114 3 1.3%
 
63.5 3 1.3%
 
72.6 3 1.3%
 
105 3 1.3%
 
90.7 3 1.3%
 
72.5 3 1.3%
 
82.1 2 0.9%
 
Other values (178) 196 87.1%
 
ValueCountFrequency (%) 
38.6 1 0.4%
 
39.2 1 0.4%
 
41 1 0.4%
 
43 1 0.4%
 
45 1 0.4%
 
ValueCountFrequency (%) 
186 1 0.4%
 
185.06 1 0.4%
 
161 1 0.4%
 
157.9 1 0.4%
 
149.8 1 0.4%
 

Correlations

Missing values

Sample

First rows

ageaidsapache_2_diagnosisarf_apachebilirubin_apachebmicirrhosisd1_albumin_maxd1_albumin_mind1_arterial_pco2_maxd1_arterial_pco2_mind1_arterial_ph_maxd1_arterial_ph_mind1_arterial_po2_maxd1_arterial_po2_mind1_bilirubin_maxd1_bilirubin_mind1_bun_maxd1_bun_mind1_calcium_maxd1_calcium_mind1_diasbp_invasive_maxd1_diasbp_invasive_mind1_diasbp_maxd1_diasbp_mind1_diasbp_noninvasive_maxd1_diasbp_noninvasive_mind1_glucose_maxd1_hco3_maxd1_hco3_mind1_heartrate_maxd1_heartrate_mind1_hemaglobin_maxd1_hemaglobin_mind1_hematocrit_maxd1_hematocrit_mind1_inr_maxd1_inr_mind1_mbp_maxd1_mbp_mind1_mbp_noninvasive_maxd1_mbp_noninvasive_mind1_pao2fio2ratio_maxd1_pao2fio2ratio_mind1_platelets_maxd1_platelets_mind1_resprate_maxd1_resprate_mind1_sodium_maxd1_sodium_mind1_spo2_maxd1_spo2_mind1_sysbp_invasive_maxd1_sysbp_invasive_mind1_sysbp_maxd1_sysbp_noninvasive_maxd1_temp_maxd1_temp_mind1_wbc_maxd1_wbc_mindf_indexdiabetes_mellitusencounter_idethnicitygcs_motor_apachegcs_unable_apachegenderh1_arterial_pco2_maxh1_arterial_pco2_minh1_arterial_ph_maxh1_arterial_ph_minh1_arterial_po2_maxh1_arterial_po2_minh1_bilirubin_maxh1_bilirubin_minh1_bun_maxh1_bun_minh1_calcium_maxh1_calcium_minh1_creatinine_maxh1_creatinine_minh1_diasbp_maxh1_diasbp_minh1_diasbp_noninvasive_maxh1_diasbp_noninvasive_minh1_glucose_maxh1_glucose_minh1_hco3_maxh1_hco3_minh1_heartrate_maxh1_heartrate_minh1_hemaglobin_maxh1_hemaglobin_minh1_hematocrit_maxh1_hematocrit_minh1_inr_maxh1_inr_minh1_mbp_invasive_maxh1_mbp_invasive_minh1_mbp_maxh1_mbp_minh1_pao2fio2ratio_maxh1_pao2fio2ratio_minh1_platelets_maxh1_platelets_minh1_potassium_maxh1_potassium_minh1_resprate_maxh1_resprate_minh1_sodium_maxh1_sodium_minh1_spo2_maxh1_spo2_minh1_sysbp_maxh1_sysbp_minh1_sysbp_noninvasive_maxh1_sysbp_noninvasive_minh1_temp_maxh1_temp_minh1_wbc_maxh1_wbc_minheart_rate_apacheheighthematocrit_apachehepatic_failurehospital_admit_sourcehospital_idicu_idicu_stay_typeimmunosuppressionintubated_apacheleukemialymphomapao2_apachepre_icu_los_daysreadmission_statusresprate_apachesodium_apachesolid_tumor_with_metastasistemp_apacheventilated_apachewbc_apacheweight
035.00103.005.033.58272002.32.243.035.07.447.35109.00069.05.04.617.016.07.37.268.048.068.048.074.074.0123.024.023.0110.094.012.512.436.836.71.21.288.088.088.088.0121.11111169.000000165.0159.0025.022.0140.0138.099.082.0138.094.0138.0119.038.837.410.09.96690161283Caucasian1.00.0M37.037.07.397.3973.073.04.64.616.016.07.27.21.281.2858.048.074.074.0123.0123.023.023.0110.0106.012.412.436.736.71.21.274.064.088.088.073.00000073.00159.0159.04.34.322.022.0140.0140.097.094.0106.094.0119.0119.038.638.69.99.9114.0175.336.70Direct Admit11892admit010075.00.020139023.0138.0037.419.9103.2
146.00308.000.324.75667701.21.137.021.07.477.34540.865123.00.30.315.011.07.95.7120.032.090.039.090.039.0145.022.016.0126.056.09.87.127.622.11.41.2111.044.0111.044.0577.000000123.000000379.0202.0028.08.0136.0131.0100.098.0130.076.0124.0124.037.636.724.718.59700271250African American6.00.0M21.021.07.477.47123.0123.00.30.311.011.05.75.71.181.1871.039.071.039.0131.0102.016.016.0122.056.07.17.122.122.11.41.272.068.082.044.0123.000000123.00379.0379.02.82.823.015.0136.0136.0100.0100.0111.053.0111.053.037.137.118.918.9126.0188.023.30Operating Room118102admit0000123.00.00416707.0136.0036.7124.787.5
249.00304.003.821.93850512.92.444.035.07.487.43140.000138.03.81.717.013.09.28.483.055.089.013.089.013.0235.029.025.0117.087.010.69.530.326.81.81.2119.0105.0119.0105.0233.333333138.00000086.062.0033.012.0150.0144.0100.092.0208.0139.0163.0163.037.735.77.95.720151222398Hispanic6.00.0M44.035.07.487.43140.0138.02.52.515.015.09.29.20.700.7037.022.037.022.0134.0127.029.029.0117.095.010.610.630.330.31.81.2139.095.0139.095.0233.333333138.0086.086.03.53.528.012.0150.0150.0100.0100.0142.0142.0142.0142.037.737.75.85.8117.0165.129.20Direct Admit11885admit0100140.00.331250028.0150.0035.715.759.8
351.00304.000.447.20138303.83.556.042.07.347.2884.00068.00.40.315.012.08.38.174.048.081.050.081.050.0302.027.024.097.066.013.711.741.936.51.01.097.058.097.058.097.14285784.000000187.0164.0034.09.0137.0136.0100.086.0138.078.0140.0140.038.635.612.911.328061260239Caucasian6.00.0M56.056.07.287.2884.084.00.40.412.012.08.38.31.451.4566.066.066.066.0201.0149.027.027.097.092.013.713.741.941.91.01.093.074.093.074.084.00000084.00187.0187.04.74.722.015.0137.0137.093.086.0125.0125.0125.0125.038.136.812.912.997.0182.936.50Operating Room118102admit010084.00.001389034.0136.0135.6112.9157.9
486.00114.001.927.32531001.61.648.032.07.447.03328.00071.01.91.944.035.09.58.980.030.062.058.062.058.0119.025.018.0128.073.08.17.226.624.73.53.590.075.090.075.0328.00000071.00000091.073.0035.014.0143.0140.0100.090.0163.075.0129.0129.037.536.58.25.236590278906Caucasian1.00.0F48.048.07.037.0371.071.01.91.935.035.08.98.91.131.1358.058.058.058.059.042.018.018.0128.0114.07.27.224.724.73.53.550.050.076.075.071.00000071.0073.073.04.14.132.018.0143.0143.0100.090.0103.0103.0103.0103.036.936.85.25.2134.0149.924.70Emergency Department118114admit0100328.00.821528033.0140.0036.515.261.4
569.00113.000.325.10144402.12.136.026.07.516.89223.000130.00.30.391.041.08.97.565.032.080.037.080.037.0611.023.08.0127.080.09.49.432.032.01.11.196.061.096.061.0446.000000260.000000567.0557.4531.00.0145.0141.0100.098.0144.089.0134.0134.037.232.721.621.640561265796Caucasian6.00.0M36.036.06.936.90223.0223.00.30.387.087.08.88.811.4911.4956.037.056.037.0618.0618.08.08.0114.082.09.49.432.032.01.11.175.065.081.077.0446.000000446.00567.0567.06.56.531.00.0141.0141.0100.0100.0117.071.0117.071.033.432.921.621.6127.0180.324.10Emergency Department8395admit0100130.00.002778043.0141.0032.7121.681.6
673.00114.000.432.08868702.92.749.041.07.277.21105.00068.00.50.425.024.07.37.165.037.059.043.059.043.0135.022.019.085.072.09.57.728.523.41.21.182.053.082.053.0131.25000075.555556291.0290.0092.00.0126.0122.0100.071.0150.083.0111.0111.037.735.920.016.642061158248Caucasian4.00.0F49.049.07.217.21105.0105.00.40.425.025.07.17.11.141.1459.059.059.059.0135.0131.022.022.077.075.07.77.723.423.41.21.182.081.082.082.0131.250000131.25291.0291.04.74.714.014.0122.0122.099.096.0111.0111.0111.0111.035.935.920.020.083.0157.523.40Direct Admit8395admit010075.00.002778056.0122.0035.9120.079.6
746.00304.000.640.51607103.23.261.042.07.427.19210.00088.00.60.618.015.08.38.0102.048.067.043.067.043.0269.027.025.0114.077.012.011.336.834.51.11.193.067.093.067.0308.333333210.000000302.0282.0032.00.0139.0137.0100.088.0295.087.0146.0146.037.836.510.09.345391235426Caucasian6.00.0M57.057.07.227.22210.0210.00.60.615.015.08.08.01.131.1367.052.067.052.0218.0218.025.025.0114.097.012.012.036.836.81.11.195.071.093.069.0210.000000210.00302.0302.03.93.922.05.0139.0139.098.095.0146.098.0146.098.036.736.510.010.0113.0188.034.50Operating Room8395admit0100210.00.004167035.0137.0036.519.3143.2
878.00304.001.737.88731002.72.637.035.07.407.38279.000124.01.71.215.013.07.97.984.061.074.061.074.061.0139.026.025.071.054.012.211.736.435.31.11.1106.088.0106.088.0296.808511248.000000218.0189.0027.07.0140.0139.0100.093.0159.075.0160.0160.037.336.914.212.145880160224Caucasian6.00.0M37.035.07.407.38279.0124.01.21.213.013.07.97.91.031.0370.061.070.061.0132.0116.025.025.060.054.012.212.236.436.41.11.197.087.0101.088.0296.808511248.00218.0218.03.73.720.012.0139.0139.0100.099.0152.0137.0152.0137.037.137.112.112.152.0172.735.30Operating Room11885admit0000124.00.00486107.0139.0036.9114.2113.0
962.00301.000.832.18344003.43.242.039.07.417.31128.00084.00.80.817.017.08.28.086.036.0109.052.0109.052.0160.025.021.090.044.012.911.638.034.81.01.0162.066.0162.066.0256.000000168.000000213.0211.0025.04.0141.0141.0100.093.0188.0104.0197.0197.038.034.620.114.547650249768Caucasian1.00.0M42.042.07.317.3184.084.00.80.817.017.08.08.00.840.84103.068.0103.068.0160.0160.021.021.088.044.012.912.938.038.01.01.0100.084.0162.085.0168.000000168.00213.0213.03.53.525.04.0141.0141.0100.093.0197.0127.0197.0127.036.834.620.120.148.0175.334.80Direct Admit118100admit0100128.00.086111015.0141.0034.8120.198.9

Last rows

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21556.00304.005.143.31450112.72.050.037.07.3907.270117.00082.05.13.320.018.09.78.663.043.062.034.062.034.0269.024.023.0119.088.015.97.246.020.01.601.4069.048.069.048.0292.50000095.000000138.073.023.013.0141.0138.0100.092.0129.076.0111.0111.037.436.50019.39.11257050222504Caucasian1.00.0M50.050.07.2807.28095.095.03.33.320.020.08.68.61.131.1362.059.062.059.0129.0129.024.024.0115.0114.015.915.946.046.01.601.4067.00067.069.066.095.00000095.00000073.073.05.75.723.020.0139.0139.095.093.092.088.092.088.036.636.619.319.3119.0177.020.01Other Hospital1631078admit0100107.00.05833308.0138.0036.5119.3135.7
21664.00214.000.730.85960701.31.340.037.07.2907.260248.00069.00.70.775.069.07.37.154.032.070.048.070.048.0227.019.018.079.061.09.98.529.027.01.401.3091.069.091.069.0248.000000138.000000105.061.020.014.0141.0141.0100.033.0140.069.0132.0132.037.836.8005.03.81260090249131Caucasian2.00.0M39.039.07.2607.260248.0248.00.70.775.075.07.37.31.591.5970.060.070.060.0227.0163.018.018.070.062.09.99.929.029.01.401.3083.00072.091.086.0248.000000248.00000061.061.02.92.920.020.0141.0141.0100.099.0132.0131.0132.0131.036.836.83.83.839.0164.027.00Operating Room1631078admit0100248.00.25000005.0141.0036.813.883.0
21728.00208.000.420.89965402.02.041.033.07.4507.300121.00076.00.40.223.020.08.17.771.040.074.055.074.055.0263.021.019.0141.072.09.46.927.019.01.101.0098.075.098.075.0302.500000152.000000322.0298.030.010.0135.0132.0100.094.0190.094.0145.0145.038.336.70027.321.51260190226636Caucasian6.00.0M41.041.07.3007.30076.076.00.40.423.022.08.17.70.750.7255.055.055.055.0263.0221.019.019.0141.0118.08.18.122.022.01.101.0093.00061.075.075.0152.000000152.000000298.0298.05.65.423.014.0134.0132.0100.095.0104.0104.0104.0104.038.338.021.521.5135.0170.019.00Recovery Room1631078admit010076.05.543750030.0134.0036.7127.360.4
21840.00114.0025.429.57951213.12.577.043.07.1906.990127.00048.025.825.441.034.09.77.871.035.096.038.096.038.0205.021.017.0129.087.09.27.623.023.02.001.60106.052.0106.052.0127.00000051.000000141.092.035.014.0141.0140.0100.083.0128.088.0151.0151.037.136.30026.723.01261420276831Caucasian1.00.0F77.061.07.0206.990127.051.025.425.434.034.09.79.71.711.3596.082.096.082.093.091.021.021.0129.0117.07.67.623.023.02.001.6085.00070.0106.099.0127.00000051.000000141.0141.03.93.935.014.0140.0140.099.083.0151.0134.0151.0134.036.436.323.023.0130.0171.523.01Direct Admit1631078admit010077.00.015972031.0140.0036.3123.087.0
21960.00113.003.339.52530302.22.243.031.07.3507.150210.00032.03.33.371.053.010.86.970.045.052.024.052.024.0401.020.012.0137.0105.013.611.940.034.01.001.0061.034.061.034.0230.00000040.000000280.0188.025.016.0146.0136.0100.079.0126.061.0115.0115.039.136.80012.45.71266820223598Caucasian6.00.0F31.031.07.2307.230115.0115.03.33.371.071.07.67.62.992.9947.036.047.036.0192.0170.013.013.0113.0112.013.613.640.040.01.001.0069.00064.051.039.0230.000000230.000000280.0280.05.35.325.020.0140.0140.0100.096.098.062.098.062.038.038.012.412.4140.0162.640.00Other Hospital1631078admit000040.00.00555605.0138.0036.8112.4104.5
22060.00114.000.428.54119402.82.846.129.87.4507.133279.00076.00.40.416.09.07.27.2124.053.0115.051.0115.051.0341.021.019.0110.047.013.112.642.038.01.321.32148.059.0148.059.0279.00000076.000000383.0324.031.016.0142.0135.0100.090.0200.084.0194.0194.037.835.80021.815.11268470255666Caucasian6.00.0F46.146.17.1337.13376.076.00.40.49.09.07.27.21.051.0598.085.098.085.0341.0341.019.019.096.090.013.113.142.042.01.321.3235.62528.0118.0110.076.00000076.000000383.0383.06.36.322.016.0135.0135.097.095.0138.0130.0138.0130.036.836.821.821.8119.0157.538.00Direct Admit71109admit0100146.00.000000049.0135.0035.8121.870.8
22128.00113.000.928.65212802.12.063.244.37.4037.281110.00075.01.20.934.033.06.66.088.036.083.038.083.038.0201.030.028.0141.093.012.010.936.033.01.391.3999.048.099.048.0122.22222275.00000040.034.064.00.0148.0146.099.090.0154.076.0124.0124.039.236.40010.01.91268570230960Other/Unknown4.00.0M55.955.97.2967.29675.075.00.90.933.033.06.06.02.422.4256.038.056.038.0100.096.028.028.0141.0129.012.012.036.036.01.391.3966.00056.076.048.075.00000075.00000040.040.03.93.934.016.0148.0148.097.090.0100.068.0100.068.039.239.21.91.9143.0165.136.00Direct Admit71109admit010094.00.000000038.0148.0036.711.978.1
22258.00202.000.538.91097703.73.766.316.07.6207.172540.86572.00.50.530.026.09.78.681.043.072.051.072.051.0261.030.025.0121.069.010.47.732.022.01.100.9288.068.088.068.0209.09090980.000000144.066.049.015.0145.0135.0100.091.0125.071.0134.0134.036.735.40016.111.51268590194734African American6.00.0F46.046.07.3687.36892.092.00.50.526.026.08.68.61.511.5172.058.072.058.0154.0144.030.030.075.069.010.410.432.032.01.100.9268.00057.079.068.0209.090909209.090909144.0144.04.84.849.015.0135.0135.0100.091.0107.089.0107.089.035.435.414.814.8120.0167.630.00Operating Room71107admit010084.0-0.013889049.0135.0035.4116.1109.3
22329.00202.000.845.55228602.62.652.545.87.3167.269371.000193.00.80.822.021.07.47.2105.040.083.037.083.037.0153.022.022.0138.088.08.58.025.024.01.531.51106.053.0106.053.0371.000000321.666667170.0141.058.010.0133.0131.0100.097.0270.084.0137.0137.037.931.88921.219.41287690147226Caucasian6.00.0M52.552.57.2807.280334.0334.00.80.821.021.07.47.41.881.8883.041.083.041.0153.0153.022.022.0138.0109.08.58.525.025.01.531.51101.00072.0106.059.0334.000000334.000000170.0170.04.34.333.020.0133.0133.0100.098.0137.089.0137.089.037.837.821.221.2138.0188.024.00Recovery Room71111admit1110371.01.943750058.0131.0037.9121.2161.0
22462.00308.000.733.17894803.03.041.540.47.3527.301180.00095.00.70.716.014.07.97.963.041.080.055.080.055.0200.024.021.099.072.010.98.932.026.01.191.1991.068.091.068.0247.50000095.000000160.0103.024.06.0141.0140.0100.095.0128.083.0124.0124.038.537.50026.410.01301050267474Caucasian5.00.0M41.541.27.3167.301180.095.00.70.714.014.07.97.91.181.1874.062.074.062.0144.0128.021.021.089.081.010.910.932.032.01.191.1996.00074.086.075.095.00000095.000000160.0160.04.74.724.06.0140.0140.0100.0100.0113.099.0113.099.037.837.526.426.499.0170.126.00Direct Admit71107admit010095.00.00000004.0140.0038.5126.496.0